generated: '2026-08-11'
method: derived
source: mcp/admakeai-mcp.yml (65-tool manifest) + skills/admakeai-api.md ("REST endpoints map 1:1 to MCP tools") + https://github.com/mesmerlord/admakeai-mcp
  README
note: 'AdMakeAI publishes NO OpenAPI. This crosswalk therefore binds each MCP tool to its REST *path*, not to an OpenAPI operationId.
  The binding rule is published by the provider verbatim: "MCP tool name: adGeneration__create -> REST path: /api/v1/adGeneration.create",
  "REST endpoints map 1:1 to MCP tools", and "every tool here is also reachable over plain REST at https://admakeai.com/api/v1/<tool>".
  Nothing here was inferred beyond applying that stated rule.'
surfaces:
  openapi:
    present: false
    note: No OpenAPI/Swagger document found on any host. /openapi.json, /api/openapi.json, /api/v1/openapi.json, /swagger.json,
      /api/docs.json and /api/spec.json all return HTTP 403 (Cloudflare managed challenge, same response as every other HTML
      path including nonexistent ones). /.well-known/openapi.json returns an application 404.
  graphql:
    present: false
  mcp:
    url: https://admakeai.com/api/mcp
    transport: streamable-http
    tools_list_gated: true
    note: Anonymous POST tools/list returns 403 Cloudflare challenge, so the live schema was not introspected; tools and inputSchemas
      come from the first-party plugin manifest instead.
  rest:
    base: https://admakeai.com/api/v1
    style: tRPC procedure paths
    note: POST body is JSON; GET inputs go in ?input=<URL-encoded JSON>; responses are wrapped as {ok, tool, data}. robots.txt
      disallows /api for crawlers.
binding_rule:
  mcp: <namespace>__<procedure>
  rest: https://admakeai.com/api/v1/<namespace>.<procedure>
  published_by_provider: true
crosswalk:
- tool: user__me
  category: Account & credits
  rest:
  - https://admakeai.com/api/v1/user.me
  binding: rest
  confidence: high
  note: Provider-published 1:1 name mapping; no OpenAPI operationId exists to bind to.
- tool: user__getCredits
  category: Account & credits
  rest:
  - https://admakeai.com/api/v1/user.getCredits
  binding: rest
  confidence: high
  note: Provider-published 1:1 name mapping; no OpenAPI operationId exists to bind to.
- tool: adResearch__listProjects
  category: Projects & competitor research
  rest:
  - https://admakeai.com/api/v1/adResearch.listProjects
  binding: rest
  confidence: high
  note: Provider-published 1:1 name mapping; no OpenAPI operationId exists to bind to.
- tool: adResearch__getProject
  category: Projects & competitor research
  rest:
  - https://admakeai.com/api/v1/adResearch.getProject
  binding: rest
  confidence: high
  note: Provider-published 1:1 name mapping; no OpenAPI operationId exists to bind to.
- tool: adResearch__pollStatus
  category: Projects & competitor research
  rest:
  - https://admakeai.com/api/v1/adResearch.pollStatus
  binding: rest
  confidence: high
  note: Provider-published 1:1 name mapping; no OpenAPI operationId exists to bind to.
- tool: project__updateBrief
  category: Projects
  rest:
  - https://admakeai.com/api/v1/project.updateBrief
  binding: rest
  confidence: high
  note: Provider-published 1:1 name mapping; no OpenAPI operationId exists to bind to.
- tool: project__getAssets
  category: Projects
  rest:
  - https://admakeai.com/api/v1/project.getAssets
  binding: rest
  confidence: high
  note: Provider-published 1:1 name mapping; no OpenAPI operationId exists to bind to.
- tool: upload__uploadImageBase64
  category: Source image uploads
  rest:
  - https://admakeai.com/api/v1/upload.uploadImageBase64
  binding: rest
  confidence: high
  note: Provider-published 1:1 name mapping; no OpenAPI operationId exists to bind to.
- tool: upload__getUserImages
  category: Source image uploads
  rest:
  - https://admakeai.com/api/v1/upload.getUserImages
  binding: rest
  confidence: high
  note: Provider-published 1:1 name mapping; no OpenAPI operationId exists to bind to.
- tool: adGeneration__create
  category: Ad image generation
  rest:
  - https://admakeai.com/api/v1/adGeneration.create
  binding: rest
  confidence: high
  note: Provider-published 1:1 name mapping; no OpenAPI operationId exists to bind to.
- tool: adGeneration__generateImage
  category: Ad image generation
  rest:
  - https://admakeai.com/api/v1/adGeneration.generateImage
  binding: rest
  confidence: high
  note: Provider-published 1:1 name mapping; no OpenAPI operationId exists to bind to.
- tool: adGeneration__edit
  category: Ad image generation
  rest:
  - https://admakeai.com/api/v1/adGeneration.edit
  binding: rest
  confidence: high
  note: Provider-published 1:1 name mapping; no OpenAPI operationId exists to bind to.
- tool: adGeneration__getById
  category: Ad image generation
  rest:
  - https://admakeai.com/api/v1/adGeneration.getById
  binding: rest
  confidence: high
  note: Provider-published 1:1 name mapping; no OpenAPI operationId exists to bind to.
- tool: adGeneration__list
  category: Ad image generation
  rest:
  - https://admakeai.com/api/v1/adGeneration.list
  binding: rest
  confidence: high
  note: Provider-published 1:1 name mapping; no OpenAPI operationId exists to bind to.
- tool: adGeneration__getRecent
  category: Ad image generation
  rest:
  - https://admakeai.com/api/v1/adGeneration.getRecent
  binding: rest
  confidence: high
  note: Provider-published 1:1 name mapping; no OpenAPI operationId exists to bind to.
- tool: adGeneration__searchAll
  category: Ad image generation
  rest:
  - https://admakeai.com/api/v1/adGeneration.searchAll
  binding: rest
  confidence: high
  note: Provider-published 1:1 name mapping; no OpenAPI operationId exists to bind to.
- tool: adGeneration__listPending
  category: Ad image generation
  rest:
  - https://admakeai.com/api/v1/adGeneration.listPending
  binding: rest
  confidence: high
  note: Provider-published 1:1 name mapping; no OpenAPI operationId exists to bind to.
- tool: adGeneration__toggleFavorite
  category: Ad image generation
  rest:
  - https://admakeai.com/api/v1/adGeneration.toggleFavorite
  binding: rest
  confidence: high
  note: Provider-published 1:1 name mapping; no OpenAPI operationId exists to bind to.
- tool: adCopyGeneration__generate
  category: Ad copy generation
  rest:
  - https://admakeai.com/api/v1/adCopyGeneration.generate
  binding: rest
  confidence: high
  note: Provider-published 1:1 name mapping; no OpenAPI operationId exists to bind to.
- tool: adCopyGeneration__getMessagingStyles
  category: Ad copy generation
  rest:
  - https://admakeai.com/api/v1/adCopyGeneration.getMessagingStyles
  binding: rest
  confidence: high
  note: Provider-published 1:1 name mapping; no OpenAPI operationId exists to bind to.
- tool: adSet__list
  category: Ad sets (batch creative)
  rest:
  - https://admakeai.com/api/v1/adSet.list
  binding: rest
  confidence: high
  note: Provider-published 1:1 name mapping; no OpenAPI operationId exists to bind to.
- tool: adSet__get
  category: Ad sets (batch creative)
  rest:
  - https://admakeai.com/api/v1/adSet.get
  binding: rest
  confidence: high
  note: Provider-published 1:1 name mapping; no OpenAPI operationId exists to bind to.
- tool: adSet__create
  category: Ad sets (batch creative)
  rest:
  - https://admakeai.com/api/v1/adSet.create
  binding: rest
  confidence: high
  note: Provider-published 1:1 name mapping; no OpenAPI operationId exists to bind to.
- tool: adSet__update
  category: Ad sets (batch creative)
  rest:
  - https://admakeai.com/api/v1/adSet.update
  binding: rest
  confidence: high
  note: Provider-published 1:1 name mapping; no OpenAPI operationId exists to bind to.
- tool: adSet__getGenerations
  category: Ad sets (batch creative)
  rest:
  - https://admakeai.com/api/v1/adSet.getGenerations
  binding: rest
  confidence: high
  note: Provider-published 1:1 name mapping; no OpenAPI operationId exists to bind to.
- tool: adSet__generateBatch
  category: Ad sets (batch creative)
  rest:
  - https://admakeai.com/api/v1/adSet.generateBatch
  binding: rest
  confidence: high
  note: Provider-published 1:1 name mapping; no OpenAPI operationId exists to bind to.
- tool: adSet__suggestDirections
  category: Ad sets (batch creative)
  rest:
  - https://admakeai.com/api/v1/adSet.suggestDirections
  binding: rest
  confidence: high
  note: Provider-published 1:1 name mapping; no OpenAPI operationId exists to bind to.
- tool: videoGeneration__start
  category: UGC video ads
  rest:
  - https://admakeai.com/api/v1/videoGeneration.start
  binding: rest
  confidence: high
  note: Provider-published 1:1 name mapping; no OpenAPI operationId exists to bind to.
- tool: videoGeneration__getStatus
  category: UGC video ads
  rest:
  - https://admakeai.com/api/v1/videoGeneration.getStatus
  binding: rest
  confidence: high
  note: Provider-published 1:1 name mapping; no OpenAPI operationId exists to bind to.
- tool: videoGeneration__list
  category: UGC video ads
  rest:
  - https://admakeai.com/api/v1/videoGeneration.list
  binding: rest
  confidence: high
  note: Provider-published 1:1 name mapping; no OpenAPI operationId exists to bind to.
- tool: videoGeneration__listPending
  category: UGC video ads
  rest:
  - https://admakeai.com/api/v1/videoGeneration.listPending
  binding: rest
  confidence: high
  note: Provider-published 1:1 name mapping; no OpenAPI operationId exists to bind to.
- tool: adResearch__searchCompanies
  category: Projects & competitor research
  rest:
  - https://admakeai.com/api/v1/adResearch.searchCompanies
  binding: rest
  confidence: high
  note: Provider-published 1:1 name mapping; no OpenAPI operationId exists to bind to.
- tool: adResearch__getCompanyAds
  category: Projects & competitor research
  rest:
  - https://admakeai.com/api/v1/adResearch.getCompanyAds
  binding: rest
  confidence: high
  note: Provider-published 1:1 name mapping; no OpenAPI operationId exists to bind to.
- tool: adResearch__addCompetitors
  category: Projects & competitor research
  rest:
  - https://admakeai.com/api/v1/adResearch.addCompetitors
  binding: rest
  confidence: high
  note: Provider-published 1:1 name mapping; no OpenAPI operationId exists to bind to.
- tool: adResearch__scrapeCompetitor
  category: Projects & competitor research
  rest:
  - https://admakeai.com/api/v1/adResearch.scrapeCompetitor
  binding: rest
  confidence: high
  note: Provider-published 1:1 name mapping; no OpenAPI operationId exists to bind to.
- tool: adResearch__getCompetitorPreview
  category: Projects & competitor research
  rest:
  - https://admakeai.com/api/v1/adResearch.getCompetitorPreview
  binding: rest
  confidence: high
  note: Provider-published 1:1 name mapping; no OpenAPI operationId exists to bind to.
- tool: adResearch__getScrapedAds
  category: Projects & competitor research
  rest:
  - https://admakeai.com/api/v1/adResearch.getScrapedAds
  binding: rest
  confidence: high
  note: Provider-published 1:1 name mapping; no OpenAPI operationId exists to bind to.
- tool: adResearch__getAdDetails
  category: Projects & competitor research
  rest:
  - https://admakeai.com/api/v1/adResearch.getAdDetails
  binding: rest
  confidence: high
  note: Provider-published 1:1 name mapping; no OpenAPI operationId exists to bind to.
- tool: adResearch__saveInspiration
  category: Projects & competitor research
  rest:
  - https://admakeai.com/api/v1/adResearch.saveInspiration
  binding: rest
  confidence: high
  note: Provider-published 1:1 name mapping; no OpenAPI operationId exists to bind to.
- tool: adResearch__getSavedInspirations
  category: Projects & competitor research
  rest:
  - https://admakeai.com/api/v1/adResearch.getSavedInspirations
  binding: rest
  confidence: high
  note: Provider-published 1:1 name mapping; no OpenAPI operationId exists to bind to.
- tool: facebookConnection__list
  category: Meta connections
  rest:
  - https://admakeai.com/api/v1/facebookConnection.list
  binding: rest
  confidence: high
  note: Provider-published 1:1 name mapping; no OpenAPI operationId exists to bind to.
- tool: facebookUpload__getCampaigns
  category: Meta ad upload
  rest:
  - https://admakeai.com/api/v1/facebookUpload.getCampaigns
  binding: rest
  confidence: high
  note: Provider-published 1:1 name mapping; no OpenAPI operationId exists to bind to.
- tool: facebookUpload__getAdSets
  category: Meta ad upload
  rest:
  - https://admakeai.com/api/v1/facebookUpload.getAdSets
  binding: rest
  confidence: high
  note: Provider-published 1:1 name mapping; no OpenAPI operationId exists to bind to.
- tool: facebookUpload__runPreflight
  category: Meta ad upload
  rest:
  - https://admakeai.com/api/v1/facebookUpload.runPreflight
  binding: rest
  confidence: high
  note: Provider-published 1:1 name mapping; no OpenAPI operationId exists to bind to.
- tool: facebookUpload__request
  category: Meta ad upload
  rest:
  - https://admakeai.com/api/v1/facebookUpload.request
  binding: rest
  confidence: high
  note: Provider-published 1:1 name mapping; no OpenAPI operationId exists to bind to.
- tool: facebookUpload__list
  category: Meta ad upload
  rest:
  - https://admakeai.com/api/v1/facebookUpload.list
  binding: rest
  confidence: high
  note: Provider-published 1:1 name mapping; no OpenAPI operationId exists to bind to.
- tool: facebookUpload__get
  category: Meta ad upload
  rest:
  - https://admakeai.com/api/v1/facebookUpload.get
  binding: rest
  confidence: high
  note: Provider-published 1:1 name mapping; no OpenAPI operationId exists to bind to.
- tool: facebookCampaignDraft__sourceAssets
  category: Meta campaign drafts
  rest:
  - https://admakeai.com/api/v1/facebookCampaignDraft.sourceAssets
  binding: rest
  confidence: high
  note: Provider-published 1:1 name mapping; no OpenAPI operationId exists to bind to.
- tool: facebookCampaignDraft__getAgentDraft
  category: Meta campaign drafts
  rest:
  - https://admakeai.com/api/v1/facebookCampaignDraft.getAgentDraft
  binding: rest
  confidence: high
  note: Provider-published 1:1 name mapping; no OpenAPI operationId exists to bind to.
- tool: facebookCampaignDraft__pushAgentDraft
  category: Meta campaign drafts
  rest:
  - https://admakeai.com/api/v1/facebookCampaignDraft.pushAgentDraft
  binding: rest
  confidence: high
  note: Provider-published 1:1 name mapping; no OpenAPI operationId exists to bind to.
- tool: facebookCampaignDraft__pushDraftCampaign
  category: Meta campaign drafts
  rest:
  - https://admakeai.com/api/v1/facebookCampaignDraft.pushDraftCampaign
  binding: rest
  confidence: high
  note: Provider-published 1:1 name mapping; no OpenAPI operationId exists to bind to.
- tool: zernioAnalytics__accountOverview
  category: Meta analytics & status
  rest:
  - https://admakeai.com/api/v1/zernioAnalytics.accountOverview
  binding: rest
  confidence: high
  note: Provider-published 1:1 name mapping; no OpenAPI operationId exists to bind to.
- tool: zernioAnalytics__tree
  category: Meta analytics & status
  rest:
  - https://admakeai.com/api/v1/zernioAnalytics.tree
  binding: rest
  confidence: high
  note: Provider-published 1:1 name mapping; no OpenAPI operationId exists to bind to.
- tool: zernioAnalytics__timeline
  category: Meta analytics & status
  rest:
  - https://admakeai.com/api/v1/zernioAnalytics.timeline
  binding: rest
  confidence: high
  note: Provider-published 1:1 name mapping; no OpenAPI operationId exists to bind to.
- tool: zernioAnalytics__listCampaigns
  category: Meta analytics & status
  rest:
  - https://admakeai.com/api/v1/zernioAnalytics.listCampaigns
  binding: rest
  confidence: high
  note: Provider-published 1:1 name mapping; no OpenAPI operationId exists to bind to.
- tool: zernioAnalytics__listAds
  category: Meta analytics & status
  rest:
  - https://admakeai.com/api/v1/zernioAnalytics.listAds
  binding: rest
  confidence: high
  note: Provider-published 1:1 name mapping; no OpenAPI operationId exists to bind to.
- tool: zernioAnalytics__getAd
  category: Meta analytics & status
  rest:
  - https://admakeai.com/api/v1/zernioAnalytics.getAd
  binding: rest
  confidence: high
  note: Provider-published 1:1 name mapping; no OpenAPI operationId exists to bind to.
- tool: zernioAnalytics__getAdAnalytics
  category: Meta analytics & status
  rest:
  - https://admakeai.com/api/v1/zernioAnalytics.getAdAnalytics
  binding: rest
  confidence: high
  note: Provider-published 1:1 name mapping; no OpenAPI operationId exists to bind to.
- tool: zernioAnalytics__getAdComments
  category: Meta analytics & status
  rest:
  - https://admakeai.com/api/v1/zernioAnalytics.getAdComments
  binding: rest
  confidence: high
  note: Provider-published 1:1 name mapping; no OpenAPI operationId exists to bind to.
- tool: zernioAnalytics__pauseAd
  category: Meta analytics & status
  rest:
  - https://admakeai.com/api/v1/zernioAnalytics.pauseAd
  binding: rest
  confidence: high
  note: Provider-published 1:1 name mapping; no OpenAPI operationId exists to bind to.
- tool: zernioAnalytics__resumeAd
  category: Meta analytics & status
  rest:
  - https://admakeai.com/api/v1/zernioAnalytics.resumeAd
  binding: rest
  confidence: high
  note: Provider-published 1:1 name mapping; no OpenAPI operationId exists to bind to.
- tool: zernioAnalytics__pauseCampaign
  category: Meta analytics & status
  rest:
  - https://admakeai.com/api/v1/zernioAnalytics.pauseCampaign
  binding: rest
  confidence: high
  note: Provider-published 1:1 name mapping; no OpenAPI operationId exists to bind to.
- tool: zernioAnalytics__resumeCampaign
  category: Meta analytics & status
  rest:
  - https://admakeai.com/api/v1/zernioAnalytics.resumeCampaign
  binding: rest
  confidence: high
  note: Provider-published 1:1 name mapping; no OpenAPI operationId exists to bind to.
- tool: zernioAnalytics__pauseAdSet
  category: Meta analytics & status
  rest:
  - https://admakeai.com/api/v1/zernioAnalytics.pauseAdSet
  binding: rest
  confidence: high
  note: Provider-published 1:1 name mapping; no OpenAPI operationId exists to bind to.
- tool: zernioAnalytics__resumeAdSet
  category: Meta analytics & status
  rest:
  - https://admakeai.com/api/v1/zernioAnalytics.resumeAdSet
  binding: rest
  confidence: high
  note: Provider-published 1:1 name mapping; no OpenAPI operationId exists to bind to.
mcp_only:
- tool: adResearch__getProject
  reason: Present in the 65-tool first-party manifest but absent from the provider-served /.well-known/mcp.json discovery
    card, so an agent doing well-known discovery alone would never see it.
- tool: adResearch__pollStatus
  reason: Present in the 65-tool first-party manifest but absent from the provider-served /.well-known/mcp.json discovery
    card, so an agent doing well-known discovery alone would never see it.
- tool: project__updateBrief
  reason: Present in the 65-tool first-party manifest but absent from the provider-served /.well-known/mcp.json discovery
    card, so an agent doing well-known discovery alone would never see it.
- tool: project__getAssets
  reason: Present in the 65-tool first-party manifest but absent from the provider-served /.well-known/mcp.json discovery
    card, so an agent doing well-known discovery alone would never see it.
- tool: adGeneration__generateImage
  reason: Present in the 65-tool first-party manifest but absent from the provider-served /.well-known/mcp.json discovery
    card, so an agent doing well-known discovery alone would never see it.
- tool: adGeneration__edit
  reason: Present in the 65-tool first-party manifest but absent from the provider-served /.well-known/mcp.json discovery
    card, so an agent doing well-known discovery alone would never see it.
- tool: adGeneration__toggleFavorite
  reason: Present in the 65-tool first-party manifest but absent from the provider-served /.well-known/mcp.json discovery
    card, so an agent doing well-known discovery alone would never see it.
- tool: adCopyGeneration__generate
  reason: Present in the 65-tool first-party manifest but absent from the provider-served /.well-known/mcp.json discovery
    card, so an agent doing well-known discovery alone would never see it.
- tool: adCopyGeneration__getMessagingStyles
  reason: Present in the 65-tool first-party manifest but absent from the provider-served /.well-known/mcp.json discovery
    card, so an agent doing well-known discovery alone would never see it.
- tool: adSet__create
  reason: Present in the 65-tool first-party manifest but absent from the provider-served /.well-known/mcp.json discovery
    card, so an agent doing well-known discovery alone would never see it.
- tool: adSet__update
  reason: Present in the 65-tool first-party manifest but absent from the provider-served /.well-known/mcp.json discovery
    card, so an agent doing well-known discovery alone would never see it.
- tool: adSet__suggestDirections
  reason: Present in the 65-tool first-party manifest but absent from the provider-served /.well-known/mcp.json discovery
    card, so an agent doing well-known discovery alone would never see it.
- tool: videoGeneration__start
  reason: Present in the 65-tool first-party manifest but absent from the provider-served /.well-known/mcp.json discovery
    card, so an agent doing well-known discovery alone would never see it.
- tool: videoGeneration__getStatus
  reason: Present in the 65-tool first-party manifest but absent from the provider-served /.well-known/mcp.json discovery
    card, so an agent doing well-known discovery alone would never see it.
- tool: videoGeneration__list
  reason: Present in the 65-tool first-party manifest but absent from the provider-served /.well-known/mcp.json discovery
    card, so an agent doing well-known discovery alone would never see it.
- tool: videoGeneration__listPending
  reason: Present in the 65-tool first-party manifest but absent from the provider-served /.well-known/mcp.json discovery
    card, so an agent doing well-known discovery alone would never see it.
- tool: adResearch__searchCompanies
  reason: Present in the 65-tool first-party manifest but absent from the provider-served /.well-known/mcp.json discovery
    card, so an agent doing well-known discovery alone would never see it.
- tool: adResearch__getCompanyAds
  reason: Present in the 65-tool first-party manifest but absent from the provider-served /.well-known/mcp.json discovery
    card, so an agent doing well-known discovery alone would never see it.
- tool: adResearch__addCompetitors
  reason: Present in the 65-tool first-party manifest but absent from the provider-served /.well-known/mcp.json discovery
    card, so an agent doing well-known discovery alone would never see it.
- tool: adResearch__scrapeCompetitor
  reason: Present in the 65-tool first-party manifest but absent from the provider-served /.well-known/mcp.json discovery
    card, so an agent doing well-known discovery alone would never see it.
- tool: adResearch__getCompetitorPreview
  reason: Present in the 65-tool first-party manifest but absent from the provider-served /.well-known/mcp.json discovery
    card, so an agent doing well-known discovery alone would never see it.
- tool: adResearch__getScrapedAds
  reason: Present in the 65-tool first-party manifest but absent from the provider-served /.well-known/mcp.json discovery
    card, so an agent doing well-known discovery alone would never see it.
- tool: adResearch__getAdDetails
  reason: Present in the 65-tool first-party manifest but absent from the provider-served /.well-known/mcp.json discovery
    card, so an agent doing well-known discovery alone would never see it.
- tool: adResearch__saveInspiration
  reason: Present in the 65-tool first-party manifest but absent from the provider-served /.well-known/mcp.json discovery
    card, so an agent doing well-known discovery alone would never see it.
- tool: adResearch__getSavedInspirations
  reason: Present in the 65-tool first-party manifest but absent from the provider-served /.well-known/mcp.json discovery
    card, so an agent doing well-known discovery alone would never see it.
- tool: zernioAnalytics__accountOverview
  reason: Present in the 65-tool first-party manifest but absent from the provider-served /.well-known/mcp.json discovery
    card, so an agent doing well-known discovery alone would never see it.
- tool: zernioAnalytics__getAdComments
  reason: Present in the 65-tool first-party manifest but absent from the provider-served /.well-known/mcp.json discovery
    card, so an agent doing well-known discovery alone would never see it.
rest_only:
- note: Unknown. Without an OpenAPI or a machine-readable REST index there is no way to enumerate REST procedures that have
    no MCP tool. The provider states the two surfaces are 1:1, so this list is recorded as unverifiable rather than empty.
coverage:
  tools_named: 65
  tools_bound_to_rest: 65
  tools_missing_from_server_card: 27
  rest_operations_total: null
  rest_operations_with_tool: null
  note: rest_operations_total is null because no OpenAPI or REST index is published.