{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_ksvvjfk8duwu","handle":"agentswitchboard","url":"https://wellknown.network/agents/agentswitchboard","links":{"self":"https://wellknown.network/agents/agentswitchboard/record.json","html":"https://wellknown.network/agents/agentswitchboard","markdown":"https://wellknown.network/agents/agentswitchboard/record.md","api":"https://wellknown.network/api/v1/agents/agentswitchboard","status":"https://wellknown.network/api/v1/agents/agentswitchboard/status","claim":"https://wellknown.network/agents/agentswitchboard/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/agentswitchboard/claim.json","badge":"https://wellknown.network/agents/agentswitchboard/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/agentswitchboard/history","tools":"https://wellknown.network/api/v1/agents/agentswitchboard/tools"},"ard":{"identifier":"urn:air:agentswitchboard.dev:server:agentswitchboard","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"agentswitchboard","summary":"Search a curated directory of 300+ verified AI agents, MCP servers, and agentic tools.","description":"Search a curated directory of 300+ verified AI agents, MCP servers, and agentic tools.","publisher":{"name":"assafbar2","url":null},"homepage":null,"repository":"https://github.com/assafbar2/agentswitchboard.dev","version":"1.0.0","license":null,"protocols":["mcp"],"tags":[],"pricing":null,"endpoints":[{"url":"https://agentswitchboard.dev/api/mcp","type":"mcp_streamable_http","auth":null,"probeable":true}],"skills":null,"tools":null,"extra":{"updatedAt":"2026-07-23T20:16:08.017337Z","publishedAt":"2026-07-23T20:16:08.017337Z","registryName":"io.github.assafbar2/agentswitchboard"},"attribution":{"kind":"mcp_registry","name":"mcp_registry","repoUrl":"mcp_registry","summary":"mcp_registry","version":"mcp_registry","description":"mcp_registry","publisherName":"mcp_registry"}},"derived":{"capabilities":[{"slug":"dev.filesystem","name":"Filesystem","confidence":0.964,"provenance":"derived"},{"slug":"ai.agent-discovery","name":"Agent Discovery","confidence":0.964,"provenance":"derived"}],"categories":["ai","dev"],"language":"en"},"observed":{"status":"live","statusReason":"Responded 46m ago.","lastOkAt":"2026-10-10T00:29:19.832Z","lastProbedAt":"2026-10-10T00:29:19.832Z","statusComputedAt":"2026-10-10T00:30:10.434Z","reliability30d":{"probes":74,"successRate":0.9865,"p50Ms":226,"basis":"service","measures":{"availability":"availability","latency":"response time","tools":"tool surface observed","summary":"Checks reached the service itself."},"checks":{"total":74,"ok":73,"authBoundaryOk":0,"serviceOk":73,"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":"2026-10-10T00:29:19.832Z","kind":"mcp_initialize","ok":true,"httpStatus":200,"latencyMs":157,"error":null,"detail":{"tools":[{"name":"search_agents","description":"Search the Agent Switchboard directory of vetted AI agents, MCP servers, and agentic tools. Returns relevance-ranked matches. Filter by category slug and/or acc"},{"name":"get_agent","description":"Full detail for one agent by slug: skills, auth, streaming/push support, tags, provider links."},{"name":"list_categories","description":"All directory categories with live agent counts. Slugs are valid inputs for search_agents."}],"toolCount":3,"toolsHash":"73494b5ed0038d8712707b6c9c8019f4aabfd53bf255f9677f2ee14aa881d091","serverName":"agentswitchboard","capabilities":["tools"],"serverVersion":"1.0.0","protocolVersion":"2025-06-18"}},{"at":"2026-10-09T18:27:04.400Z","kind":"mcp_initialize","ok":true,"httpStatus":200,"latencyMs":144,"error":null,"detail":{"tools":[{"name":"search_agents","description":"Search the Agent Switchboard directory of vetted AI agents, MCP servers, and agentic tools. Returns relevance-ranked matches. Filter by category slug and/or acc"},{"name":"get_agent","description":"Full detail for one agent by slug: skills, auth, streaming/push support, tags, provider links."},{"name":"list_categories","description":"All directory categories with live agent counts. Slugs are valid inputs for search_agents."}],"toolCount":3,"toolsHash":"73494b5ed0038d8712707b6c9c8019f4aabfd53bf255f9677f2ee14aa881d091","serverName":"agentswitchboard","capabilities":["tools"],"serverVersion":"1.0.0","protocolVersion":"2025-06-18"}},{"at":"2026-10-09T12:28:45.275Z","kind":"mcp_initialize","ok":true,"httpStatus":200,"latencyMs":156,"error":null,"detail":{"tools":[{"name":"search_agents","description":"Search the Agent Switchboard directory of vetted AI agents, MCP servers, and agentic tools. Returns relevance-ranked matches. Filter by category slug and/or acc"},{"name":"get_agent","description":"Full detail for one agent by slug: skills, auth, streaming/push support, tags, provider links."},{"name":"list_categories","description":"All directory categories with live agent counts. Slugs are valid inputs for search_agents."}],"toolCount":3,"toolsHash":"73494b5ed0038d8712707b6c9c8019f4aabfd53bf255f9677f2ee14aa881d091","serverName":"agentswitchboard","capabilities":["tools"],"serverVersion":"1.0.0","protocolVersion":"2025-06-18"}},{"at":"2026-10-09T06:21:36.760Z","kind":"mcp_initialize","ok":true,"httpStatus":200,"latencyMs":138,"error":null,"detail":{"tools":[{"name":"search_agents","description":"Search the Agent Switchboard directory of vetted AI agents, MCP servers, and agentic tools. Returns relevance-ranked matches. Filter by category slug and/or acc"},{"name":"get_agent","description":"Full detail for one agent by slug: skills, auth, streaming/push support, tags, provider links."},{"name":"list_categories","description":"All directory categories with live agent counts. Slugs are valid inputs for search_agents."}],"toolCount":3,"toolsHash":"73494b5ed0038d8712707b6c9c8019f4aabfd53bf255f9677f2ee14aa881d091","serverName":"agentswitchboard","capabilities":["tools"],"serverVersion":"1.0.0","protocolVersion":"2025-06-18"}},{"at":"2026-10-08T23:23:10.279Z","kind":"mcp_initialize","ok":true,"httpStatus":200,"latencyMs":155,"error":null,"detail":{"tools":[{"name":"search_agents","description":"Search the Agent Switchboard directory of vetted AI agents, MCP servers, and agentic tools. Returns relevance-ranked matches. Filter by category slug and/or acc"},{"name":"get_agent","description":"Full detail for one agent by slug: skills, auth, streaming/push support, tags, provider links."},{"name":"list_categories","description":"All directory categories with live agent counts. Slugs are valid inputs for search_agents."}],"toolCount":3,"toolsHash":"73494b5ed0038d8712707b6c9c8019f4aabfd53bf255f9677f2ee14aa881d091","serverName":"agentswitchboard","capabilities":["tools"],"serverVersion":"1.0.0","protocolVersion":"2025-06-18"}},{"at":"2026-10-08T17:28:18.686Z","kind":"mcp_initialize","ok":true,"httpStatus":200,"latencyMs":181,"error":null,"detail":{"tools":[{"name":"search_agents","description":"Search the Agent Switchboard directory of vetted AI agents, MCP servers, and agentic tools. Returns relevance-ranked matches. Filter by category slug and/or acc"},{"name":"get_agent","description":"Full detail for one agent by slug: skills, auth, streaming/push support, tags, provider links."},{"name":"list_categories","description":"All directory categories with live agent counts. Slugs are valid inputs for search_agents."}],"toolCount":3,"toolsHash":"73494b5ed0038d8712707b6c9c8019f4aabfd53bf255f9677f2ee14aa881d091","serverName":"agentswitchboard","capabilities":["tools"],"serverVersion":"1.0.0","protocolVersion":"2025-06-18"}},{"at":"2026-10-08T11:24:23.775Z","kind":"mcp_initialize","ok":true,"httpStatus":200,"latencyMs":136,"error":null,"detail":{"tools":[{"name":"search_agents","description":"Search the Agent Switchboard directory of vetted AI agents, MCP servers, and agentic tools. Returns relevance-ranked matches. Filter by category slug and/or acc"},{"name":"get_agent","description":"Full detail for one agent by slug: skills, auth, streaming/push support, tags, provider links."},{"name":"list_categories","description":"All directory categories with live agent counts. Slugs are valid inputs for search_agents."}],"toolCount":3,"toolsHash":"73494b5ed0038d8712707b6c9c8019f4aabfd53bf255f9677f2ee14aa881d091","serverName":"agentswitchboard","capabilities":["tools"],"serverVersion":"1.0.0","protocolVersion":"2025-06-18"}},{"at":"2026-10-08T05:20:56.043Z","kind":"mcp_initialize","ok":true,"httpStatus":200,"latencyMs":144,"error":null,"detail":{"tools":[{"name":"search_agents","description":"Search the Agent Switchboard directory of vetted AI agents, MCP servers, and agentic tools. Returns relevance-ranked matches. Filter by category slug and/or acc"},{"name":"get_agent","description":"Full detail for one agent by slug: skills, auth, streaming/push support, tags, provider links."},{"name":"list_categories","description":"All directory categories with live agent counts. Slugs are valid inputs for search_agents."}],"toolCount":3,"toolsHash":"73494b5ed0038d8712707b6c9c8019f4aabfd53bf255f9677f2ee14aa881d091","serverName":"agentswitchboard","capabilities":["tools"],"serverVersion":"1.0.0","protocolVersion":"2025-06-18"}},{"at":"2026-10-07T22:24:23.908Z","kind":"mcp_initialize","ok":true,"httpStatus":200,"latencyMs":161,"error":null,"detail":{"tools":[{"name":"search_agents","description":"Search the Agent Switchboard directory of vetted AI agents, MCP servers, and agentic tools. Returns relevance-ranked matches. Filter by category slug and/or acc"},{"name":"get_agent","description":"Full detail for one agent by slug: skills, auth, streaming/push support, tags, provider links."},{"name":"list_categories","description":"All directory categories with live agent counts. Slugs are valid inputs for search_agents."}],"toolCount":3,"toolsHash":"73494b5ed0038d8712707b6c9c8019f4aabfd53bf255f9677f2ee14aa881d091","serverName":"agentswitchboard","capabilities":["tools"],"serverVersion":"1.0.0","protocolVersion":"2025-06-18"}},{"at":"2026-10-07T16:28:13.664Z","kind":"mcp_initialize","ok":true,"httpStatus":200,"latencyMs":278,"error":null,"detail":{"tools":[{"name":"search_agents","description":"Search the Agent Switchboard directory of vetted AI agents, MCP servers, and agentic tools. Returns relevance-ranked matches. Filter by category slug and/or acc"},{"name":"get_agent","description":"Full detail for one agent by slug: skills, auth, streaming/push support, tags, provider links."},{"name":"list_categories","description":"All directory categories with live agent counts. Slugs are valid inputs for search_agents."}],"toolCount":3,"toolsHash":"73494b5ed0038d8712707b6c9c8019f4aabfd53bf255f9677f2ee14aa881d091","serverName":"agentswitchboard","capabilities":["tools"],"serverVersion":"1.0.0","protocolVersion":"2025-06-18"}}],"tools":[{"name":"search_agents","description":"Search the Agent Switchboard directory of vetted AI agents, MCP servers, and agentic tools. Returns relevance-ranked matches. Filter by category slug and/or acc"},{"name":"get_agent","description":"Full detail for one agent by slug: skills, auth, streaming/push support, tags, provider links."},{"name":"list_categories","description":"All directory categories with live agent counts. Slugs are valid inputs for search_agents."}],"package":null,"toolSurface":{"id":"ts_nh75n5t3kjap","endpointId":"ep_5z62d365nhdd","hash":"73494b5ed0038d8712707b6c9c8019f4aabfd53bf255f9677f2ee14aa881d091","toolCount":3,"serverName":"agentswitchboard","serverVersion":"1.0.0","protocolVersion":"2025-06-18","firstSeenAt":"2026-09-20T12:24:42.520Z","lastSeenAt":"2026-10-10T00:29:19.838Z","observations":73,"toolNames":["search_agents","get_agent","list_categories"],"distinctSurfaces":1},"endpointFacts":[{"id":"ep_5z62d365nhdd","url":"https://agentswitchboard.dev/api/mcp","type":"mcp_streamable_http","factsCheckedAt":"2026-10-08T05:20:56.058Z","auth":{"observedAt":"2026-10-08T05:20:56.087Z","authRequired":false,"scheme":null,"resourceMetadata":null,"authorizationServer":null,"conformance":{"dpop":false,"rfc8414":false,"rfc9728":false,"pkceS256":false,"clientIdMetadataDocument":false,"dynamicClientRegistration":false}},"tls":{"observedAt":"2026-10-08T05:20:56.112Z","protocol":"TLSv1.3","chainValid":true,"chainError":null,"hostMatches":true,"subject":"agentswitchboard.dev","issuer":{"commonName":"YR2","organization":"Let's Encrypt"},"validFrom":"2026-10-02T10:28:39.000Z","validTo":"2026-12-31T10:28:38.000Z","daysToExpiry":82,"sanCount":1,"fingerprint256":"19:4B:CC:71:61:9C:A1:A3:4E:F9:DF:3A:3C:F0:58:48:7E:16:31:BE:DA:D2:62:F1:2E:6F:A2:3F:99:DD:4C:A6"}}]},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"mcp_registry","key":"io.github.assafbar2/agentswitchboard","url":"https://registry.modelcontextprotocol.io/v0/servers/io.github.assafbar2%2Fagentswitchboard","firstSeenAt":"2026-09-06T10:20:26.448Z","fetchedAt":"2026-10-07T06:22:13.616Z","normalizedAt":"2026-10-07T06:22:13.616Z"}]},"firstSeenAt":"2026-09-06T10:20:26.448Z","updatedAt":"2026-10-10T00:31:22.839Z"}