{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_p2mmgkkwnzw8","handle":"ai-tools-directory","url":"https://wellknown.network/agents/ai-tools-directory","links":{"self":"https://wellknown.network/agents/ai-tools-directory/record.json","html":"https://wellknown.network/agents/ai-tools-directory","markdown":"https://wellknown.network/agents/ai-tools-directory/record.md","api":"https://wellknown.network/api/v1/agents/ai-tools-directory","status":"https://wellknown.network/api/v1/agents/ai-tools-directory/status","claim":"https://wellknown.network/agents/ai-tools-directory/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/ai-tools-directory/claim.json","badge":"https://wellknown.network/agents/ai-tools-directory/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/ai-tools-directory/history","tools":"https://wellknown.network/api/v1/agents/ai-tools-directory/tools"},"ard":{"identifier":"urn:air:ai-tools-mcp.toolboxes.top:server:ai-tools-directory","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"AI Tools Directory","summary":"Curated index of 221 AI tools across 21 industries. Search by use case, department or pricing tier.","description":"Curated index of 221 AI tools across 21 industries. Search by use case, department or pricing tier.","publisher":{"name":"top.toolboxes","url":null},"homepage":"https://ai.toolboxes.top","repository":"https://github.com/renhongtao2-cell/ai-tools-mcp","version":"1.0.0","license":null,"protocols":["mcp"],"tags":[],"pricing":null,"endpoints":[{"url":"https://ai-tools-mcp.toolboxes.top/mcp","type":"mcp_streamable_http","auth":null,"probeable":true}],"skills":null,"tools":null,"extra":{"updatedAt":"2026-09-17T06:12:47.140956Z","publishedAt":"2026-09-17T06:12:47.140956Z","registryName":"top.toolboxes/ai-tools-directory"},"attribution":{"kind":"mcp_registry","name":"mcp_registry","repoUrl":"mcp_registry","summary":"mcp_registry","version":"mcp_registry","description":"mcp_registry","homepageUrl":"mcp_registry","publisherName":"mcp_registry"}},"derived":{"capabilities":[{"slug":"dev.filesystem","name":"Filesystem","confidence":1,"provenance":"derived"},{"slug":"ai.agent-discovery","name":"Agent Discovery","confidence":1,"provenance":"derived"},{"slug":"commerce.pricing","name":"Pricing & Quotes","confidence":0.911,"provenance":"derived"},{"slug":"content.writing","name":"Writing & Editing","confidence":0.51,"provenance":"derived"}],"categories":["ai","commerce","content","dev"],"language":"en"},"observed":{"status":"live","statusReason":"Responded 5h ago.","lastOkAt":"2026-10-09T21:26:11.919Z","lastProbedAt":"2026-10-09T21:26:11.919Z","statusComputedAt":"2026-10-09T21:27:57.801Z","reliability30d":{"probes":82,"successRate":1,"p50Ms":18,"basis":"service","measures":{"availability":"availability","latency":"response time","tools":"tool surface observed","summary":"Checks reached the service itself."},"checks":{"total":82,"ok":82,"authBoundaryOk":0,"serviceOk":82,"note":"Counted from the observation rows for the window, checks of the server only (HTTP, A2A card, MCP initialize). ok = authBoundaryOk + serviceOk. `probes` is the sum of daily rollups and includes registry checks, so it can differ from `total`."}},"latestObservations":[{"at":"2026-10-09T21:26:11.919Z","kind":"mcp_initialize","ok":true,"httpStatus":200,"latencyMs":47,"error":null,"detail":{"tools":[{"name":"search_ai_tools","description":"Search the AI tools directory by free-text query, industry department, and/or pricing tier. Returns matching tools with name, URL, department, pricing tier and "},{"name":"get_ai_tool","description":"Get the full record for one AI tool by name (exact match first, then fuzzy)."},{"name":"list_departments","description":"List all industry departments in the directory with the number of tools in each."},{"name":"find_free_ai_tools","description":"Find AI tools with a free tier, optionally filtered by auto-extracted facts (no credit card required, has a free plan, API available on the free tier). Free-tie"},{"name":"directory_stats","description":"Get summary statistics for the directory: tool count, department count, pricing distribution, and how many tools have auto-extracted free-tier facts."}],"toolCount":5,"toolsHash":"f4ac6754109f298e1c48957e4f0acda237e77eec40882f75449914e3ecc161a3","serverName":"ai-tools-directory","capabilities":["tools","resources"],"serverVersion":"1.0.0","protocolVersion":"2025-06-18"}},{"at":"2026-10-09T14:32:12.332Z","kind":"mcp_initialize","ok":true,"httpStatus":200,"latencyMs":24,"error":null,"detail":{"tools":[{"name":"search_ai_tools","description":"Search the AI tools directory by free-text query, industry department, and/or pricing tier. Returns matching tools with name, URL, department, pricing tier and "},{"name":"get_ai_tool","description":"Get the full record for one AI tool by name (exact match first, then fuzzy)."},{"name":"list_departments","description":"List all industry departments in the directory with the number of tools in each."},{"name":"find_free_ai_tools","description":"Find AI tools with a free tier, optionally filtered by auto-extracted facts (no credit card required, has a free plan, API available on the free tier). Free-tie"},{"name":"directory_stats","description":"Get summary statistics for the directory: tool count, department count, pricing distribution, and how many tools have auto-extracted free-tier facts."}],"toolCount":5,"toolsHash":"f4ac6754109f298e1c48957e4f0acda237e77eec40882f75449914e3ecc161a3","serverName":"ai-tools-directory","capabilities":["tools","resources"],"serverVersion":"1.0.0","protocolVersion":"2025-06-18"}},{"at":"2026-10-09T08:28:16.684Z","kind":"mcp_initialize","ok":true,"httpStatus":200,"latencyMs":11,"error":null,"detail":{"tools":[{"name":"search_ai_tools","description":"Search the AI tools directory by free-text query, industry department, and/or pricing tier. Returns matching tools with name, URL, department, pricing tier and "},{"name":"get_ai_tool","description":"Get the full record for one AI tool by name (exact match first, then fuzzy)."},{"name":"list_departments","description":"List all industry departments in the directory with the number of tools in each."},{"name":"find_free_ai_tools","description":"Find AI tools with a free tier, optionally filtered by auto-extracted facts (no credit card required, has a free plan, API available on the free tier). Free-tie"},{"name":"directory_stats","description":"Get summary statistics for the directory: tool count, department count, pricing distribution, and how many tools have auto-extracted free-tier facts."}],"toolCount":5,"toolsHash":"f4ac6754109f298e1c48957e4f0acda237e77eec40882f75449914e3ecc161a3","serverName":"ai-tools-directory","capabilities":["tools","resources"],"serverVersion":"1.0.0","protocolVersion":"2025-06-18"}},{"at":"2026-10-09T01:25:31.468Z","kind":"mcp_initialize","ok":true,"httpStatus":200,"latencyMs":11,"error":null,"detail":{"tools":[{"name":"search_ai_tools","description":"Search the AI tools directory by free-text query, industry department, and/or pricing tier. Returns matching tools with name, URL, department, pricing tier and "},{"name":"get_ai_tool","description":"Get the full record for one AI tool by name (exact match first, then fuzzy)."},{"name":"list_departments","description":"List all industry departments in the directory with the number of tools in each."},{"name":"find_free_ai_tools","description":"Find AI tools with a free tier, optionally filtered by auto-extracted facts (no credit card required, has a free plan, API available on the free tier). Free-tie"},{"name":"directory_stats","description":"Get summary statistics for the directory: tool count, department count, pricing distribution, and how many tools have auto-extracted free-tier facts."}],"toolCount":5,"toolsHash":"f4ac6754109f298e1c48957e4f0acda237e77eec40882f75449914e3ecc161a3","serverName":"ai-tools-directory","capabilities":["tools","resources"],"serverVersion":"1.0.0","protocolVersion":"2025-06-18"}},{"at":"2026-10-08T19:22:18.962Z","kind":"mcp_initialize","ok":true,"httpStatus":200,"latencyMs":50,"error":null,"detail":{"tools":[{"name":"search_ai_tools","description":"Search the AI tools directory by free-text query, industry department, and/or pricing tier. Returns matching tools with name, URL, department, pricing tier and "},{"name":"get_ai_tool","description":"Get the full record for one AI tool by name (exact match first, then fuzzy)."},{"name":"list_departments","description":"List all industry departments in the directory with the number of tools in each."},{"name":"find_free_ai_tools","description":"Find AI tools with a free tier, optionally filtered by auto-extracted facts (no credit card required, has a free plan, API available on the free tier). Free-tie"},{"name":"directory_stats","description":"Get summary statistics for the directory: tool count, department count, pricing distribution, and how many tools have auto-extracted free-tier facts."}],"toolCount":5,"toolsHash":"f4ac6754109f298e1c48957e4f0acda237e77eec40882f75449914e3ecc161a3","serverName":"ai-tools-directory","capabilities":["tools","resources"],"serverVersion":"1.0.0","protocolVersion":"2025-06-18"}},{"at":"2026-10-08T12:26:06.985Z","kind":"mcp_initialize","ok":true,"httpStatus":200,"latencyMs":18,"error":null,"detail":{"tools":[{"name":"search_ai_tools","description":"Search the AI tools directory by free-text query, industry department, and/or pricing tier. Returns matching tools with name, URL, department, pricing tier and "},{"name":"get_ai_tool","description":"Get the full record for one AI tool by name (exact match first, then fuzzy)."},{"name":"list_departments","description":"List all industry departments in the directory with the number of tools in each."},{"name":"find_free_ai_tools","description":"Find AI tools with a free tier, optionally filtered by auto-extracted facts (no credit card required, has a free plan, API available on the free tier). Free-tie"},{"name":"directory_stats","description":"Get summary statistics for the directory: tool count, department count, pricing distribution, and how many tools have auto-extracted free-tier facts."}],"toolCount":5,"toolsHash":"f4ac6754109f298e1c48957e4f0acda237e77eec40882f75449914e3ecc161a3","serverName":"ai-tools-directory","capabilities":["tools","resources"],"serverVersion":"1.0.0","protocolVersion":"2025-06-18"}},{"at":"2026-10-08T05:21:53.216Z","kind":"mcp_initialize","ok":true,"httpStatus":200,"latencyMs":11,"error":null,"detail":{"tools":[{"name":"search_ai_tools","description":"Search the AI tools directory by free-text query, industry department, and/or pricing tier. Returns matching tools with name, URL, department, pricing tier and "},{"name":"get_ai_tool","description":"Get the full record for one AI tool by name (exact match first, then fuzzy)."},{"name":"list_departments","description":"List all industry departments in the directory with the number of tools in each."},{"name":"find_free_ai_tools","description":"Find AI tools with a free tier, optionally filtered by auto-extracted facts (no credit card required, has a free plan, API available on the free tier). Free-tie"},{"name":"directory_stats","description":"Get summary statistics for the directory: tool count, department count, pricing distribution, and how many tools have auto-extracted free-tier facts."}],"toolCount":5,"toolsHash":"f4ac6754109f298e1c48957e4f0acda237e77eec40882f75449914e3ecc161a3","serverName":"ai-tools-directory","capabilities":["tools","resources"],"serverVersion":"1.0.0","protocolVersion":"2025-06-18"}},{"at":"2026-10-07T23:24:07.962Z","kind":"mcp_initialize","ok":true,"httpStatus":200,"latencyMs":26,"error":null,"detail":{"tools":[{"name":"search_ai_tools","description":"Search the AI tools directory by free-text query, industry department, and/or pricing tier. Returns matching tools with name, URL, department, pricing tier and "},{"name":"get_ai_tool","description":"Get the full record for one AI tool by name (exact match first, then fuzzy)."},{"name":"list_departments","description":"List all industry departments in the directory with the number of tools in each."},{"name":"find_free_ai_tools","description":"Find AI tools with a free tier, optionally filtered by auto-extracted facts (no credit card required, has a free plan, API available on the free tier). Free-tie"},{"name":"directory_stats","description":"Get summary statistics for the directory: tool count, department count, pricing distribution, and how many tools have auto-extracted free-tier facts."}],"toolCount":5,"toolsHash":"f4ac6754109f298e1c48957e4f0acda237e77eec40882f75449914e3ecc161a3","serverName":"ai-tools-directory","capabilities":["tools","resources"],"serverVersion":"1.0.0","protocolVersion":"2025-06-18"}},{"at":"2026-10-07T16:28:05.466Z","kind":"mcp_initialize","ok":true,"httpStatus":200,"latencyMs":26,"error":null,"detail":{"tools":[{"name":"search_ai_tools","description":"Search the AI tools directory by free-text query, industry department, and/or pricing tier. Returns matching tools with name, URL, department, pricing tier and "},{"name":"get_ai_tool","description":"Get the full record for one AI tool by name (exact match first, then fuzzy)."},{"name":"list_departments","description":"List all industry departments in the directory with the number of tools in each."},{"name":"find_free_ai_tools","description":"Find AI tools with a free tier, optionally filtered by auto-extracted facts (no credit card required, has a free plan, API available on the free tier). Free-tie"},{"name":"directory_stats","description":"Get summary statistics for the directory: tool count, department count, pricing distribution, and how many tools have auto-extracted free-tier facts."}],"toolCount":5,"toolsHash":"f4ac6754109f298e1c48957e4f0acda237e77eec40882f75449914e3ecc161a3","serverName":"ai-tools-directory","capabilities":["tools","resources"],"serverVersion":"1.0.0","protocolVersion":"2025-06-18"}},{"at":"2026-10-07T09:27:58.872Z","kind":"mcp_initialize","ok":true,"httpStatus":200,"latencyMs":23,"error":null,"detail":{"tools":[{"name":"search_ai_tools","description":"Search the AI tools directory by free-text query, industry department, and/or pricing tier. Returns matching tools with name, URL, department, pricing tier and "},{"name":"get_ai_tool","description":"Get the full record for one AI tool by name (exact match first, then fuzzy)."},{"name":"list_departments","description":"List all industry departments in the directory with the number of tools in each."},{"name":"find_free_ai_tools","description":"Find AI tools with a free tier, optionally filtered by auto-extracted facts (no credit card required, has a free plan, API available on the free tier). Free-tie"},{"name":"directory_stats","description":"Get summary statistics for the directory: tool count, department count, pricing distribution, and how many tools have auto-extracted free-tier facts."}],"toolCount":5,"toolsHash":"f4ac6754109f298e1c48957e4f0acda237e77eec40882f75449914e3ecc161a3","serverName":"ai-tools-directory","capabilities":["tools","resources"],"serverVersion":"1.0.0","protocolVersion":"2025-06-18"}}],"tools":[{"name":"search_ai_tools","description":"Search the AI tools directory by free-text query, industry department, and/or pricing tier. Returns matching tools with name, URL, department, pricing tier and "},{"name":"get_ai_tool","description":"Get the full record for one AI tool by name (exact match first, then fuzzy)."},{"name":"list_departments","description":"List all industry departments in the directory with the number of tools in each."},{"name":"find_free_ai_tools","description":"Find AI tools with a free tier, optionally filtered by auto-extracted facts (no credit card required, has a free plan, API available on the free tier). Free-tie"},{"name":"directory_stats","description":"Get summary statistics for the directory: tool count, department count, pricing distribution, and how many tools have auto-extracted free-tier facts."}],"package":null,"toolSurface":{"id":"ts_vhknwns5mzkx","endpointId":"ep_c439kdxk7q8v","hash":"f4ac6754109f298e1c48957e4f0acda237e77eec40882f75449914e3ecc161a3","toolCount":5,"serverName":"ai-tools-directory","serverVersion":"1.0.0","protocolVersion":"2025-06-18","firstSeenAt":"2026-09-17T22:25:10.523Z","lastSeenAt":"2026-10-09T21:26:11.905Z","observations":82,"toolNames":["search_ai_tools","get_ai_tool","list_departments","find_free_ai_tools","directory_stats"],"distinctSurfaces":1},"endpointFacts":[{"id":"ep_c439kdxk7q8v","url":"https://ai-tools-mcp.toolboxes.top/mcp","type":"mcp_streamable_http","factsCheckedAt":"2026-10-08T19:22:18.969Z","auth":{"observedAt":"2026-10-08T19:22:19.033Z","authRequired":false,"scheme":null,"resourceMetadata":null,"authorizationServer":null,"conformance":{"dpop":false,"rfc8414":false,"rfc9728":false,"pkceS256":false,"clientIdMetadataDocument":false,"dynamicClientRegistration":false}},"tls":{"observedAt":"2026-10-08T19:22:19.054Z","protocol":"TLSv1.3","chainValid":true,"chainError":null,"hostMatches":true,"subject":"toolboxes.top","issuer":{"commonName":"WE1","organization":"Google Trust Services"},"validFrom":"2026-09-17T02:37:53.000Z","validTo":"2026-12-16T03:37:50.000Z","daysToExpiry":67,"sanCount":3,"fingerprint256":"BF:3D:36:E3:A7:E6:5F:D2:4D:E2:2B:77:99:9A:BA:04:0C:80:9F:C6:06:A9:74:B0:84:B4:00:08:5B:3B:24:AC"}}]},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"mcp_registry","key":"top.toolboxes/ai-tools-directory","url":"https://registry.modelcontextprotocol.io/v0/servers/top.toolboxes%2Fai-tools-directory","firstSeenAt":"2026-09-17T22:20:04.713Z","fetchedAt":"2026-10-08T20:19:14.433Z","normalizedAt":"2026-10-08T20:19:14.433Z"}]},"firstSeenAt":"2026-09-17T22:20:04.713Z","updatedAt":"2026-10-09T21:28:41.417Z"}