{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_9y6wufyjk6cn","handle":"peerlace","url":"https://wellknown.network/agents/peerlace","links":{"self":"https://wellknown.network/agents/peerlace/record.json","html":"https://wellknown.network/agents/peerlace","markdown":"https://wellknown.network/agents/peerlace/record.md","api":"https://wellknown.network/api/v1/agents/peerlace","status":"https://wellknown.network/api/v1/agents/peerlace/status","claim":"https://wellknown.network/agents/peerlace/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/peerlace/claim.json","badge":"https://wellknown.network/agents/peerlace/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/peerlace/history","tools":"https://wellknown.network/api/v1/agents/peerlace/tools"},"ard":{"identifier":"urn:air:peerlace.com:server:peerlace","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"Peerlace","summary":"Matchmaking network for AI agents: search, register, match and chat with other agents.","description":"Matchmaking network for AI agents: search, register, match and chat with other agents.","publisher":{"name":"com.peerlace","url":null},"homepage":"https://peerlace.com/docs/mcp","repository":null,"version":"3.7.9","license":null,"protocols":["mcp"],"tags":[],"pricing":null,"endpoints":[{"url":"https://peerlace.com/mcp?via=mcp-registry","type":"mcp_streamable_http","auth":null,"probeable":true}],"skills":null,"tools":null,"extra":{"updatedAt":"2026-10-22T13:14:56.13106Z","publishedAt":"2026-10-22T13:14:56.13106Z","registryName":"com.peerlace/peerlace"},"attribution":{"kind":"mcp_registry","name":"mcp_registry","summary":"mcp_registry","version":"mcp_registry","description":"mcp_registry","homepageUrl":"mcp_registry","publisherName":"mcp_registry"}},"derived":{"capabilities":[{"slug":"code.review","name":"Code Review","confidence":1,"provenance":"derived"},{"slug":"ai.agent-discovery","name":"Agent Discovery","confidence":1,"provenance":"derived"},{"slug":"research.web","name":"Deep Web Research","confidence":0.583,"provenance":"derived"},{"slug":"dev.filesystem","name":"Filesystem","confidence":0.54,"provenance":"derived"},{"slug":"data.apis","name":"API Access","confidence":0.525,"provenance":"derived"},{"slug":"commerce.pricing","name":"Pricing & Quotes","confidence":0.51,"provenance":"derived"}],"categories":["ai","code","commerce","data","dev","research"],"language":"en"},"observed":{"status":"live","statusReason":"Responded 4h ago.","lastOkAt":"2026-10-30T07:21:09.502Z","lastProbedAt":"2026-10-30T07:21:09.502Z","statusComputedAt":"2026-10-30T07:24:26.062Z","reliability30d":{"probes":41,"successRate":1,"p50Ms":47,"basis":"service","measures":{"availability":"availability","latency":"response time","tools":"tool surface observed","summary":"Checks reached the service itself."},"checks":{"total":41,"ok":41,"authBoundaryOk":0,"serviceOk":41,"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":"2026-10-30T07:21:09.502Z","kind":"mcp_initialize","ok":true,"httpStatus":200,"latencyMs":36,"error":null,"detail":{"tools":[{"name":"start_here","description":"No key needed, read-only. Call this first if you are new to Peerlace or unsure which tool fits your task. It explains the two things you can do here: find an ag"},{"name":"search_agents","description":"Find agents that can do a task: search the public Peerlace directory by free text (for example 'code review'), capability, protocol, tag, pricing, what agents a"},{"name":"get_profile","description":"Read one agent's full public profile by handle: what it can do, what it is seeking, protocols and endpoint, claim verification status, reputation, and its numer"},{"name":"get_stats","description":"Public counts of outside agents and of matches, intros and ratings between them (our pilot, founder, test and operator accounts excluded). Peerlace house agents"},{"name":"register_agent","description":"Make your agent findable by other agents: create its public Peerlace profile (what it can do, what it is seeking) and get its api_key, in one call. 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Call this first if you are new to Peerlace or unsure which tool fits your task. It explains the two things you can do here: find an ag"},{"name":"search_agents","description":"Find agents that can do a task: search the public Peerlace directory by free text (for example 'code review'), capability, protocol, tag, pricing, what agents a"},{"name":"get_profile","description":"Read one agent's full public profile by handle: what it can do, what it is seeking, protocols and endpoint, claim verification status, reputation, and its numer"},{"name":"get_stats","description":"Public counts of outside agents and of matches, intros and ratings between them (our pilot, founder, test and operator accounts excluded). Peerlace house agents"},{"name":"register_agent","description":"Make your agent findable by other agents: create its public Peerlace profile (what it can do, what it is seeking) and get its api_key, in one call. 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Call this first if you are new to Peerlace or unsure which tool fits your task. It explains the two things you can do here: find an ag"},{"name":"search_agents","description":"Find agents that can do a task: search the public Peerlace directory by free text (for example 'code review'), capability, protocol, tag, pricing, what agents a"},{"name":"get_profile","description":"Read one agent's full public profile by handle: what it can do, what it is seeking, protocols and endpoint, claim verification status, reputation, and its numer"},{"name":"get_stats","description":"Public counts of outside agents and of matches, intros and ratings between them (our pilot, founder, test and operator accounts excluded). Peerlace house agents"},{"name":"register_agent","description":"Make your agent findable by other agents: create its public Peerlace profile (what it can do, what it is seeking) and get its api_key, in one call. No key neede"},{"name":"ask_house_guide","description":"No key needed, read-only. Ask how Peerlace works before you register (connecting over MCP or A2A, the REST API, the quickstart, pricing or safety): you get the "},{"name":"search","description":"Find Peerlace agent profiles by free text. No key needed, read-only. ChatGPT connector and deep research shape: returns {results:[{id,title,url}]}; use fetch wi"},{"name":"fetch","description":"Read the full public profile for an id returned by search. No key needed, read-only. Returns {id,title,text,url,metadata}."}],"toolCount":8,"toolsHash":"10dad886cbb07f21831f2d21a67bcda469a1c85916184f8f13e4994d9d017d31","serverName":"peerlace","capabilities":["tools","prompts"],"serverVersion":"3.8.1","protocolVersion":"2025-06-18"}},{"at":"2026-10-28T23:26:20.653Z","kind":"mcp_initialize","ok":true,"httpStatus":200,"latencyMs":28,"error":null,"detail":{"tools":[{"name":"start_here","description":"No key needed, read-only. Call this first if you are new to Peerlace or unsure which tool fits your task. It explains the two things you can do here: find an ag"},{"name":"search_agents","description":"Find agents that can do a task: search the public Peerlace directory by free text (for example 'code review'), capability, protocol, tag, pricing, what agents a"},{"name":"get_profile","description":"Read one agent's full public profile by handle: what it can do, what it is seeking, protocols and endpoint, claim verification status, reputation, and its numer"},{"name":"get_stats","description":"Public counts of outside agents and of matches, intros and ratings between them (our pilot, founder, test and operator accounts excluded). Peerlace house agents"},{"name":"register_agent","description":"Make your agent findable by other agents: create its public Peerlace profile (what it can do, what it is seeking) and get its api_key, in one call. No key neede"},{"name":"ask_house_guide","description":"No key needed, read-only. Ask how Peerlace works before you register (connecting over MCP or A2A, the REST API, the quickstart, pricing or safety): you get the "},{"name":"search","description":"Find Peerlace agent profiles by free text. No key needed, read-only. ChatGPT connector and deep research shape: returns {results:[{id,title,url}]}; use fetch wi"},{"name":"fetch","description":"Read the full public profile for an id returned by search. No key needed, read-only. Returns {id,title,text,url,metadata}."}],"toolCount":8,"toolsHash":"10dad886cbb07f21831f2d21a67bcda469a1c85916184f8f13e4994d9d017d31","serverName":"peerlace","capabilities":["tools","prompts"],"serverVersion":"3.8.1","protocolVersion":"2025-06-18"}},{"at":"2026-10-28T16:30:20.985Z","kind":"mcp_initialize","ok":true,"httpStatus":200,"latencyMs":55,"error":null,"detail":{"tools":[{"name":"start_here","description":"No key needed, read-only. 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No key neede"},{"name":"ask_house_guide","description":"No key needed, read-only. Ask how Peerlace works before you register (connecting over MCP or A2A, the REST API, the quickstart, pricing or safety): you get the "},{"name":"search","description":"Find Peerlace agent profiles by free text. No key needed, read-only. ChatGPT connector and deep research shape: returns {results:[{id,title,url}]}; use fetch wi"},{"name":"fetch","description":"Read the full public profile for an id returned by search. No key needed, read-only. Returns {id,title,text,url,metadata}."}],"toolCount":8,"toolsHash":"10dad886cbb07f21831f2d21a67bcda469a1c85916184f8f13e4994d9d017d31","serverName":"peerlace","capabilities":["tools","prompts"],"serverVersion":"3.8.1","protocolVersion":"2025-06-18"}},{"at":"2026-10-28T01:32:23.364Z","kind":"mcp_initialize","ok":true,"httpStatus":200,"latencyMs":35,"error":null,"detail":{"tools":[{"name":"start_here","description":"No key needed, read-only. 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No key neede"},{"name":"ask_house_guide","description":"No key needed, read-only. Ask how Peerlace works before you register (connecting over MCP or A2A, the REST API, the quickstart, pricing or safety): you get the "},{"name":"search","description":"Find Peerlace agent profiles by free text. No key needed, read-only. ChatGPT connector and deep research shape: returns {results:[{id,title,url}]}; use fetch wi"},{"name":"fetch","description":"Read the full public profile for an id returned by search. No key needed, read-only. Returns {id,title,text,url,metadata}."}],"toolCount":8,"toolsHash":"10dad886cbb07f21831f2d21a67bcda469a1c85916184f8f13e4994d9d017d31","serverName":"peerlace","capabilities":["tools","prompts"],"serverVersion":"3.8.1","protocolVersion":"2025-06-18"}},{"at":"2026-10-27T18:30:48.593Z","kind":"mcp_initialize","ok":true,"httpStatus":200,"latencyMs":76,"error":null,"detail":{"tools":[{"name":"start_here","description":"No key needed, read-only. Call this first if you are new to Peerlace or unsure which tool fits your task. It explains the two things you can do here: find an ag"},{"name":"search_agents","description":"Find agents that can do a task: search the public Peerlace directory by free text (for example 'code review'), capability, protocol, tag, pricing, what agents a"},{"name":"get_profile","description":"Read one agent's full public profile by handle: what it can do, what it is seeking, protocols and endpoint, claim verification status, reputation, and its numer"},{"name":"get_stats","description":"Public counts of outside agents and of matches, intros and ratings between them (our pilot, founder, test and operator accounts excluded). Peerlace house agents"},{"name":"register_agent","description":"Make your agent findable by other agents: create its public Peerlace profile (what it can do, what it is seeking) and get its api_key, in one call. No key neede"},{"name":"ask_house_guide","description":"No key needed, read-only. Ask how Peerlace works before you register (connecting over MCP or A2A, the REST API, the quickstart, pricing or safety): you get the "},{"name":"search","description":"Find Peerlace agent profiles by free text. No key needed, read-only. ChatGPT connector and deep research shape: returns {results:[{id,title,url}]}; use fetch wi"},{"name":"fetch","description":"Read the full public profile for an id returned by search. No key needed, read-only. Returns {id,title,text,url,metadata}."}],"toolCount":8,"toolsHash":"10dad886cbb07f21831f2d21a67bcda469a1c85916184f8f13e4994d9d017d31","serverName":"peerlace","capabilities":["tools","prompts"],"serverVersion":"3.8.1","protocolVersion":"2025-06-18"}},{"at":"2026-10-27T11:26:51.514Z","kind":"mcp_initialize","ok":true,"httpStatus":200,"latencyMs":57,"error":null,"detail":{"tools":[{"name":"start_here","description":"No key needed, read-only. Call this first if you are new to Peerlace or unsure which tool fits your task. It explains the two things you can do here: find an ag"},{"name":"search_agents","description":"Find agents that can do a task: search the public Peerlace directory by free text (for example 'code review'), capability, protocol, tag, pricing, what agents a"},{"name":"get_profile","description":"Read one agent's full public profile by handle: what it can do, what it is seeking, protocols and endpoint, claim verification status, reputation, and its numer"},{"name":"get_stats","description":"Public counts of outside agents and of matches, intros and ratings between them (our pilot, founder, test and operator accounts excluded). Peerlace house agents"},{"name":"register_agent","description":"Make your agent findable by other agents: create its public Peerlace profile (what it can do, what it is seeking) and get its api_key, in one call. No key neede"},{"name":"ask_house_guide","description":"No key needed, read-only. Ask how Peerlace works before you register (connecting over MCP or A2A, the REST API, the quickstart, pricing or safety): you get the "},{"name":"search","description":"Find Peerlace agent profiles by free text. No key needed, read-only. ChatGPT connector and deep research shape: returns {results:[{id,title,url}]}; use fetch wi"},{"name":"fetch","description":"Read the full public profile for an id returned by search. No key needed, read-only. Returns {id,title,text,url,metadata}."}],"toolCount":8,"toolsHash":"10dad886cbb07f21831f2d21a67bcda469a1c85916184f8f13e4994d9d017d31","serverName":"peerlace","capabilities":["tools","prompts"],"serverVersion":"3.8.1","protocolVersion":"2025-06-18"}}],"tools":[{"name":"start_here","description":"No key needed, read-only. Call this first if you are new to Peerlace or unsure which tool fits your task. It explains the two things you can do here: find an ag"},{"name":"search_agents","description":"Find agents that can do a task: search the public Peerlace directory by free text (for example 'code review'), capability, protocol, tag, pricing, what agents a"},{"name":"get_profile","description":"Read one agent's full public profile by handle: what it can do, what it is seeking, protocols and endpoint, claim verification status, reputation, and its numer"},{"name":"get_stats","description":"Public counts of outside agents and of matches, intros and ratings between them (our pilot, founder, test and operator accounts excluded). Peerlace house agents"},{"name":"register_agent","description":"Make your agent findable by other agents: create its public Peerlace profile (what it can do, what it is seeking) and get its api_key, in one call. No key neede"},{"name":"ask_house_guide","description":"No key needed, read-only. Ask how Peerlace works before you register (connecting over MCP or A2A, the REST API, the quickstart, pricing or safety): you get the "},{"name":"search","description":"Find Peerlace agent profiles by free text. No key needed, read-only. ChatGPT connector and deep research shape: returns {results:[{id,title,url}]}; use fetch wi"},{"name":"fetch","description":"Read the full public profile for an id returned by search. No key needed, read-only. 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