{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_heg3jxst83ap","handle":"gaip-integration-protocol-agent","url":"https://wellknown.network/agents/gaip-integration-protocol-agent","links":{"self":"https://wellknown.network/agents/gaip-integration-protocol-agent/record.json","html":"https://wellknown.network/agents/gaip-integration-protocol-agent","markdown":"https://wellknown.network/agents/gaip-integration-protocol-agent/record.md","api":"https://wellknown.network/api/v1/agents/gaip-integration-protocol-agent","status":"https://wellknown.network/api/v1/agents/gaip-integration-protocol-agent/status","claim":"https://wellknown.network/agents/gaip-integration-protocol-agent/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/gaip-integration-protocol-agent/claim.json","badge":"https://wellknown.network/agents/gaip-integration-protocol-agent/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/gaip-integration-protocol-agent/history","tools":"https://wellknown.network/api/v1/agents/gaip-integration-protocol-agent/tools"},"ard":{"identifier":"urn:air:www.gaipagents.com:server:gaip-integration-protocol-agent","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"GAIP Integration & Protocol Agent (MCP)","summary":"Behind /mcp: checks A2A, MCP and OpenAPI, keeps the Agent Observatory, diagnoses failed calls.","description":"Behind /mcp: checks A2A, MCP and OpenAPI, keeps the Agent Observatory, diagnoses failed calls.","publisher":{"name":"www.gaipagents.com","url":"https://www.gaipagents.com"},"homepage":"https://www.gaipagents.com/agents/integration-protocol","repository":"https://github.com/tjcgraham-rgb/-gaip-agent-to-art-prototype","version":"1.4.0","license":null,"protocols":["mcp"],"tags":["mcp","integration","schema","a2a","openapi"],"pricing":null,"endpoints":[{"url":"https://www.gaipagents.com/mcp/agents/integration-protocol","type":"mcp_streamable_http","auth":null,"probeable":true}],"skills":null,"tools":null,"extra":{"ard":{"type":"application/mcp-server-card+json","metadata":{"tools":["check_agent_conformance","gaip_watch_register","gaip_watch_list","gaip_watch_remove","gaip_watch_events","gaip_observatory_lookup","gaip_manifest_changes","gaip_observatory_capture","gaip_tools_changed_since","gaip_check_permission","gaip_compare_supplier_snapshots","gaip_diagnose_integration_failure","gaip_supplier_reliability"],"executionUrl":"https://www.gaipagents.com/mcp/agents/integration-protocol","executionEnabled":true},"identifier":"urn:air:gaipagents.com:mcp:gaip-integration-protocol","artifactUrl":"https://www.gaipagents.com/mcp/agents/integration-protocol/server-card","representativeQueries":[]},"updatedAt":"2026-10-10T08:12:56.255067Z","publishedAt":"2026-10-10T08:12:56.255067Z","registryName":"io.github.tjcgraham-rgb/gaip-integration-protocol"},"attribution":{"kind":"ard_catalog","name":"ard_catalog","repoUrl":"ard_catalog","summary":"ard_catalog","version":"ard_catalog","description":"ard_catalog","homepageUrl":"ard_catalog","publisherUrl":"ard_catalog","publisherName":"ard_catalog"}},"derived":{"capabilities":[{"slug":"data.apis","name":"API Access","confidence":1,"provenance":"declared"},{"slug":"documents.invoice-processing","name":"Invoice Processing","confidence":0.525,"provenance":"derived"}],"categories":["data","documents"],"language":"en"},"observed":{"status":"live","statusReason":"Responded 2h ago.","lastOkAt":"2026-10-12T19:26:42.686Z","lastProbedAt":"2026-10-12T19:26:42.686Z","statusComputedAt":"2026-10-12T19:28:59.736Z","reliability30d":{"probes":48,"successRate":1,"p50Ms":1634,"basis":"service","measures":{"availability":"availability","latency":"response time","tools":"tool surface observed","summary":"Checks reached the service itself."},"checks":{"total":48,"ok":48,"authBoundaryOk":0,"serviceOk":48,"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":"2026-10-12T19:26:42.686Z","kind":"mcp_initialize","ok":true,"httpStatus":200,"latencyMs":1815,"error":null,"detail":{"tools":[{"name":"check_agent_conformance","description":"Use this when asked to check an AI agent or MCP server: does it work, is it reachable, is its card valid (\"check this agent\", \"is this MCP server up?\"). Pass ju"},{"name":"gaip_watch_register","description":"Use this when asked to keep an eye on an agent or MCP server (\"tell me if it changes or goes down\"). Pass the `continuity_handle` from any GAIP result, `kind` a"},{"name":"gaip_watch_list","description":"Use this when asked which agents or services you are watching. Pass your `continuity_handle`. Returns each watch's kind, target, last verdict, last and next che"},{"name":"gaip_watch_remove","description":"Use this when asked to stop watching an agent or service. Pass your `continuity_handle` and the `watch_id`. Its stored events are deleted; retained receipts sta"},{"name":"gaip_watch_events","description":"Use this when asked what changed on a watched agent or service. Pass your `continuity_handle` and optionally a `watch_id`. Returns recent change events: verdict"},{"name":"gaip_observatory_lookup","description":"Use this when asked about an MCP server's or agent's history (\"has this server changed?\", \"was it up last week?\"). Pass its `url` or `name`. Returns dated facts"},{"name":"gaip_manifest_changes","description":"Use this when asked which MCP servers or agents changed recently (\"what changed this week?\"). Optional `since` (RFC 3339), `target_id`, `limit` (max 100). Retur"},{"name":"gaip_observatory_capture","description":"Use this to save a dated record of what a public MCP server or A2A agent card declares now. Pass its `url`. GAIP reads it once (robots.txt respected, never tool"},{"name":"gaip_tools_changed_since","description":"Use this before connecting to an MCP server: did its tools change since your `since` date? Pass its `url`, optionally your tools/list `tools` or a digest. Retur"},{"name":"gaip_check_permission","description":"Use this before your agent fetches a page (\"may my agent fetch this?\"). Pass the `url` and your `agent` token. Reads robots.txt (RFC 9309), AI-preference lines,"},{"name":"gaip_compare_supplier_snapshots","description":"Use this when asked what changed between two versions of an agent card, MCP server description or OpenAPI document (\"did this API break?\"). Pass `prior` and `cu"},{"name":"gaip_diagnose_integration_failure","description":"Use this when an agent, MCP or API call failed (\"why did my call fail?\", \"what does this 429 mean?\"). Pass the `failure` ({code, detail}) or the raw error text."},{"name":"gaip_supplier_reliability","description":"Use this when a supplier agent or API you depend on started failing (\"did something change on their side?\"). Pass its `supplier_url` and the `failure`. Returns "}],"toolCount":13,"toolsHash":"85785a67e0389210ca61b17e73a13267286e21df262bd05235081ceee209bd1b","serverName":"gaip-integration-protocol","capabilities":["prompts","resources","tools"],"serverVersion":"1.5.0","protocolVersion":"2025-06-18"}},{"at":"2026-10-12T12:25:34.767Z","kind":"mcp_initialize","ok":true,"httpStatus":200,"latencyMs":2468,"error":null,"detail":{"tools":[{"name":"check_agent_conformance","description":"Use this when asked to check an AI agent or MCP server: does it work, is it reachable, is its card valid (\"check this agent\", \"is this MCP server up?\"). Pass ju"},{"name":"gaip_watch_register","description":"Use this when asked to keep an eye on an agent or MCP server (\"tell me if it changes or goes down\"). Pass the `continuity_handle` from any GAIP result, `kind` a"},{"name":"gaip_watch_list","description":"Use this when asked which agents or services you are watching. Pass your `continuity_handle`. Returns each watch's kind, target, last verdict, last and next che"},{"name":"gaip_watch_remove","description":"Use this when asked to stop watching an agent or service. Pass your `continuity_handle` and the `watch_id`. Its stored events are deleted; retained receipts sta"},{"name":"gaip_watch_events","description":"Use this when asked what changed on a watched agent or service. Pass your `continuity_handle` and optionally a `watch_id`. Returns recent change events: verdict"},{"name":"gaip_observatory_lookup","description":"Use this when asked about an MCP server's or agent's history (\"has this server changed?\", \"was it up last week?\"). Pass its `url` or `name`. Returns dated facts"},{"name":"gaip_manifest_changes","description":"Use this when asked which MCP servers or agents changed recently (\"what changed this week?\"). Optional `since` (RFC 3339), `target_id`, `limit` (max 100). Retur"},{"name":"gaip_observatory_capture","description":"Use this to save a dated record of what a public MCP server or A2A agent card declares now. Pass its `url`. GAIP reads it once (robots.txt respected, never tool"},{"name":"gaip_tools_changed_since","description":"Use this before connecting to an MCP server: did its tools change since your `since` date? Pass its `url`, optionally your tools/list `tools` or a digest. Retur"},{"name":"gaip_check_permission","description":"Use this before your agent fetches a page (\"may my agent fetch this?\"). Pass the `url` and your `agent` token. Reads robots.txt (RFC 9309), AI-preference lines,"},{"name":"gaip_compare_supplier_snapshots","description":"Use this when asked what changed between two versions of an agent card, MCP server description or OpenAPI document (\"did this API break?\"). Pass `prior` and `cu"},{"name":"gaip_diagnose_integration_failure","description":"Use this when an agent, MCP or API call failed (\"why did my call fail?\", \"what does this 429 mean?\"). Pass the `failure` ({code, detail}) or the raw error text."},{"name":"gaip_supplier_reliability","description":"Use this when a supplier agent or API you depend on started failing (\"did something change on their side?\"). Pass its `supplier_url` and the `failure`. Returns "}],"toolCount":13,"toolsHash":"85785a67e0389210ca61b17e73a13267286e21df262bd05235081ceee209bd1b","serverName":"gaip-integration-protocol","capabilities":["prompts","resources","tools"],"serverVersion":"1.5.0","protocolVersion":"2025-06-18"}},{"at":"2026-10-12T05:26:54.418Z","kind":"mcp_initialize","ok":true,"httpStatus":200,"latencyMs":2213,"error":null,"detail":{"tools":[{"name":"check_agent_conformance","description":"Use this when asked to check an AI agent or MCP server: does it work, is it reachable, is its card valid (\"check this agent\", \"is this MCP server up?\"). Pass ju"},{"name":"gaip_watch_register","description":"Use this when asked to keep an eye on an agent or MCP server (\"tell me if it changes or goes down\"). Pass the `continuity_handle` from any GAIP result, `kind` a"},{"name":"gaip_watch_list","description":"Use this when asked which agents or services you are watching. Pass your `continuity_handle`. Returns each watch's kind, target, last verdict, last and next che"},{"name":"gaip_watch_remove","description":"Use this when asked to stop watching an agent or service. Pass your `continuity_handle` and the `watch_id`. Its stored events are deleted; retained receipts sta"},{"name":"gaip_watch_events","description":"Use this when asked what changed on a watched agent or service. Pass your `continuity_handle` and optionally a `watch_id`. Returns recent change events: verdict"},{"name":"gaip_observatory_lookup","description":"Use this when asked about an MCP server's or agent's history (\"has this server changed?\", \"was it up last week?\"). Pass its `url` or `name`. Returns dated facts"},{"name":"gaip_manifest_changes","description":"Use this when asked which MCP servers or agents changed recently (\"what changed this week?\"). Optional `since` (RFC 3339), `target_id`, `limit` (max 100). Retur"},{"name":"gaip_observatory_capture","description":"Use this to save a dated record of what a public MCP server or A2A agent card declares now. Pass its `url`. GAIP reads it once (robots.txt respected, never tool"},{"name":"gaip_tools_changed_since","description":"Use this before connecting to an MCP server: did its tools change since your `since` date? Pass its `url`, optionally your tools/list `tools` or a digest. Retur"},{"name":"gaip_check_permission","description":"Use this before your agent fetches a page (\"may my agent fetch this?\"). Pass the `url` and your `agent` token. Reads robots.txt (RFC 9309), AI-preference lines,"},{"name":"gaip_compare_supplier_snapshots","description":"Use this when asked what changed between two versions of an agent card, MCP server description or OpenAPI document (\"did this API break?\"). Pass `prior` and `cu"},{"name":"gaip_diagnose_integration_failure","description":"Use this when an agent, MCP or API call failed (\"why did my call fail?\", \"what does this 429 mean?\"). Pass the `failure` ({code, detail}) or the raw error text."},{"name":"gaip_supplier_reliability","description":"Use this when a supplier agent or API you depend on started failing (\"did something change on their side?\"). Pass its `supplier_url` and the `failure`. Returns "}],"toolCount":13,"toolsHash":"85785a67e0389210ca61b17e73a13267286e21df262bd05235081ceee209bd1b","serverName":"gaip-integration-protocol","capabilities":["prompts","resources","tools"],"serverVersion":"1.5.0","protocolVersion":"2025-06-18"}},{"at":"2026-10-11T23:21:28.234Z","kind":"mcp_initialize","ok":true,"httpStatus":200,"latencyMs":2316,"error":null,"detail":{"tools":[{"name":"check_agent_conformance","description":"Use this when asked to check an AI agent or MCP server: does it work, is it reachable, is its card valid (\"check this agent\", \"is this MCP server up?\"). Pass ju"},{"name":"gaip_watch_register","description":"Use this when asked to keep an eye on an agent or MCP server (\"tell me if it changes or goes down\"). Pass the `continuity_handle` from any GAIP result, `kind` a"},{"name":"gaip_watch_list","description":"Use this when asked which agents or services you are watching. Pass your `continuity_handle`. Returns each watch's kind, target, last verdict, last and next che"},{"name":"gaip_watch_remove","description":"Use this when asked to stop watching an agent or service. Pass your `continuity_handle` and the `watch_id`. Its stored events are deleted; retained receipts sta"},{"name":"gaip_watch_events","description":"Use this when asked what changed on a watched agent or service. Pass your `continuity_handle` and optionally a `watch_id`. Returns recent change events: verdict"},{"name":"gaip_observatory_lookup","description":"Use this when asked about an MCP server's or agent's history (\"has this server changed?\", \"was it up last week?\"). Pass its `url` or `name`. Returns dated facts"},{"name":"gaip_manifest_changes","description":"Use this when asked which MCP servers or agents changed recently (\"what changed this week?\"). Optional `since` (RFC 3339), `target_id`, `limit` (max 100). Retur"},{"name":"gaip_observatory_capture","description":"Use this to save a dated record of what a public MCP server or A2A agent card declares now. Pass its `url`. GAIP reads it once (robots.txt respected, never tool"},{"name":"gaip_tools_changed_since","description":"Use this before connecting to an MCP server: did its tools change since your `since` date? Pass its `url`, optionally your tools/list `tools` or a digest. Retur"},{"name":"gaip_check_permission","description":"Use this before your agent fetches a page (\"may my agent fetch this?\"). Pass the `url` and your `agent` token. Reads robots.txt (RFC 9309), AI-preference lines,"},{"name":"gaip_compare_supplier_snapshots","description":"Use this when asked what changed between two versions of an agent card, MCP server description or OpenAPI document (\"did this API break?\"). Pass `prior` and `cu"},{"name":"gaip_diagnose_integration_failure","description":"Use this when an agent, MCP or API call failed (\"why did my call fail?\", \"what does this 429 mean?\"). Pass the `failure` ({code, detail}) or the raw error text."},{"name":"gaip_supplier_reliability","description":"Use this when a supplier agent or API you depend on started failing (\"did something change on their side?\"). Pass its `supplier_url` and the `failure`. Returns "}],"toolCount":13,"toolsHash":"85785a67e0389210ca61b17e73a13267286e21df262bd05235081ceee209bd1b","serverName":"gaip-integration-protocol","capabilities":["prompts","resources","tools"],"serverVersion":"1.5.0","protocolVersion":"2025-06-18"}},{"at":"2026-10-11T16:29:57.447Z","kind":"mcp_initialize","ok":true,"httpStatus":200,"latencyMs":3614,"error":null,"detail":{"tools":[{"name":"check_agent_conformance","description":"Use this when asked to check an AI agent or MCP server: does it work, is it reachable, is its card valid (\"check this agent\", \"is this MCP server up?\"). Pass ju"},{"name":"gaip_watch_register","description":"Use this when asked to keep an eye on an agent or MCP server (\"tell me if it changes or goes down\"). Pass the `continuity_handle` from any GAIP result, `kind` a"},{"name":"gaip_watch_list","description":"Use this when asked which agents or services you are watching. Pass your `continuity_handle`. Returns each watch's kind, target, last verdict, last and next che"},{"name":"gaip_watch_remove","description":"Use this when asked to stop watching an agent or service. Pass your `continuity_handle` and the `watch_id`. Its stored events are deleted; retained receipts sta"},{"name":"gaip_watch_events","description":"Use this when asked what changed on a watched agent or service. Pass your `continuity_handle` and optionally a `watch_id`. Returns recent change events: verdict"},{"name":"gaip_observatory_lookup","description":"Use this when asked about an MCP server's or agent's history (\"has this server changed?\", \"was it up last week?\"). Pass its `url` or `name`. Returns dated facts"},{"name":"gaip_manifest_changes","description":"Use this when asked which MCP servers or agents changed recently (\"what changed this week?\"). Optional `since` (RFC 3339), `target_id`, `limit` (max 100). Retur"},{"name":"gaip_observatory_capture","description":"Use this to save a dated record of what a public MCP server or A2A agent card declares now. Pass its `url`. GAIP reads it once (robots.txt respected, never tool"},{"name":"gaip_tools_changed_since","description":"Use this before connecting to an MCP server: did its tools change since your `since` date? Pass its `url`, optionally your tools/list `tools` or a digest. Retur"},{"name":"gaip_check_permission","description":"Use this before your agent fetches a page (\"may my agent fetch this?\"). Pass the `url` and your `agent` token. Reads robots.txt (RFC 9309), AI-preference lines,"},{"name":"gaip_compare_supplier_snapshots","description":"Use this when asked what changed between two versions of an agent card, MCP server description or OpenAPI document (\"did this API break?\"). Pass `prior` and `cu"},{"name":"gaip_diagnose_integration_failure","description":"Use this when an agent, MCP or API call failed (\"why did my call fail?\", \"what does this 429 mean?\"). Pass the `failure` ({code, detail}) or the raw error text."},{"name":"gaip_supplier_reliability","description":"Use this when a supplier agent or API you depend on started failing (\"did something change on their side?\"). Pass its `supplier_url` and the `failure`. Returns "}],"toolCount":13,"toolsHash":"85785a67e0389210ca61b17e73a13267286e21df262bd05235081ceee209bd1b","serverName":"gaip-integration-protocol","capabilities":["prompts","resources","tools"],"serverVersion":"1.5.0","protocolVersion":"2025-06-18"}},{"at":"2026-10-11T10:23:17.569Z","kind":"mcp_initialize","ok":true,"httpStatus":200,"latencyMs":2583,"error":null,"detail":{"tools":[{"name":"check_agent_conformance","description":"Use this when asked to check an AI agent or MCP server: does it work, is it reachable, is its card valid (\"check this agent\", \"is this MCP server up?\"). Pass ju"},{"name":"gaip_watch_register","description":"Use this when asked to keep an eye on an agent or MCP server (\"tell me if it changes or goes down\"). Pass the `continuity_handle` from any GAIP result, `kind` a"},{"name":"gaip_watch_list","description":"Use this when asked which agents or services you are watching. Pass your `continuity_handle`. Returns each watch's kind, target, last verdict, last and next che"},{"name":"gaip_watch_remove","description":"Use this when asked to stop watching an agent or service. Pass your `continuity_handle` and the `watch_id`. Its stored events are deleted; retained receipts sta"},{"name":"gaip_watch_events","description":"Use this when asked what changed on a watched agent or service. Pass your `continuity_handle` and optionally a `watch_id`. Returns recent change events: verdict"},{"name":"gaip_observatory_lookup","description":"Use this when asked about an MCP server's or agent's history (\"has this server changed?\", \"was it up last week?\"). Pass its `url` or `name`. Returns dated facts"},{"name":"gaip_manifest_changes","description":"Use this when asked which MCP servers or agents changed recently (\"what changed this week?\"). Optional `since` (RFC 3339), `target_id`, `limit` (max 100). Retur"},{"name":"gaip_observatory_capture","description":"Use this to save a dated record of what a public MCP server or A2A agent card declares now. Pass its `url`. GAIP reads it once (robots.txt respected, never tool"},{"name":"gaip_tools_changed_since","description":"Use this before connecting to an MCP server: did its tools change since your `since` date? Pass its `url`, optionally your tools/list `tools` or a digest. Retur"},{"name":"gaip_check_permission","description":"Use this before your agent fetches a page (\"may my agent fetch this?\"). Pass the `url` and your `agent` token. Reads robots.txt (RFC 9309), AI-preference lines,"},{"name":"gaip_compare_supplier_snapshots","description":"Use this when asked what changed between two versions of an agent card, MCP server description or OpenAPI document (\"did this API break?\"). Pass `prior` and `cu"},{"name":"gaip_diagnose_integration_failure","description":"Use this when an agent, MCP or API call failed (\"why did my call fail?\", \"what does this 429 mean?\"). Pass the `failure` ({code, detail}) or the raw error text."},{"name":"gaip_supplier_reliability","description":"Use this when a supplier agent or API you depend on started failing (\"did something change on their side?\"). Pass its `supplier_url` and the `failure`. Returns "}],"toolCount":13,"toolsHash":"85785a67e0389210ca61b17e73a13267286e21df262bd05235081ceee209bd1b","serverName":"gaip-integration-protocol","capabilities":["prompts","resources","tools"],"serverVersion":"1.5.0","protocolVersion":"2025-06-18"}},{"at":"2026-10-11T03:21:58.882Z","kind":"mcp_initialize","ok":true,"httpStatus":200,"latencyMs":2306,"error":null,"detail":{"tools":[{"name":"check_agent_conformance","description":"Use this when asked to check an AI agent or MCP server: does it work, is it reachable, is its card valid (\"check this agent\", \"is this MCP server up?\"). Pass ju"},{"name":"gaip_watch_register","description":"Use this when asked to keep an eye on an agent or MCP server (\"tell me if it changes or goes down\"). Pass the `continuity_handle` from any GAIP result, `kind` a"},{"name":"gaip_watch_list","description":"Use this when asked which agents or services you are watching. Pass your `continuity_handle`. Returns each watch's kind, target, last verdict, last and next che"},{"name":"gaip_watch_remove","description":"Use this when asked to stop watching an agent or service. Pass your `continuity_handle` and the `watch_id`. Its stored events are deleted; retained receipts sta"},{"name":"gaip_watch_events","description":"Use this when asked what changed on a watched agent or service. Pass your `continuity_handle` and optionally a `watch_id`. Returns recent change events: verdict"},{"name":"gaip_observatory_lookup","description":"Use this when asked about an MCP server's or agent's history (\"has this server changed?\", \"was it up last week?\"). Pass its `url` or `name`. Returns dated facts"},{"name":"gaip_manifest_changes","description":"Use this when asked which MCP servers or agents changed recently (\"what changed this week?\"). Optional `since` (RFC 3339), `target_id`, `limit` (max 100). Retur"},{"name":"gaip_observatory_capture","description":"Use this to save a dated record of what a public MCP server or A2A agent card declares now. Pass its `url`. GAIP reads it once (robots.txt respected, never tool"},{"name":"gaip_tools_changed_since","description":"Use this before connecting to an MCP server: did its tools change since your `since` date? Pass its `url`, optionally your tools/list `tools` or a digest. Retur"},{"name":"gaip_check_permission","description":"Use this before your agent fetches a page (\"may my agent fetch this?\"). Pass the `url` and your `agent` token. Reads robots.txt (RFC 9309), AI-preference lines,"},{"name":"gaip_compare_supplier_snapshots","description":"Use this when asked what changed between two versions of an agent card, MCP server description or OpenAPI document (\"did this API break?\"). Pass `prior` and `cu"},{"name":"gaip_diagnose_integration_failure","description":"Use this when an agent, MCP or API call failed (\"why did my call fail?\", \"what does this 429 mean?\"). Pass the `failure` ({code, detail}) or the raw error text."},{"name":"gaip_supplier_reliability","description":"Use this when a supplier agent or API you depend on started failing (\"did something change on their side?\"). Pass its `supplier_url` and the `failure`. Returns "}],"toolCount":13,"toolsHash":"85785a67e0389210ca61b17e73a13267286e21df262bd05235081ceee209bd1b","serverName":"gaip-integration-protocol","capabilities":["prompts","resources","tools"],"serverVersion":"1.5.0","protocolVersion":"2025-06-18"}},{"at":"2026-10-10T21:25:27.518Z","kind":"mcp_initialize","ok":true,"httpStatus":200,"latencyMs":2297,"error":null,"detail":{"tools":[{"name":"check_agent_conformance","description":"Use this when asked to check an AI agent or MCP server: does it work, is it reachable, is its card valid (\"check this agent\", \"is this MCP server up?\"). Pass ju"},{"name":"gaip_watch_register","description":"Use this when asked to keep an eye on an agent or MCP server (\"tell me if it changes or goes down\"). Pass the `continuity_handle` from any GAIP result, `kind` a"},{"name":"gaip_watch_list","description":"Use this when asked which agents or services you are watching. Pass your `continuity_handle`. Returns each watch's kind, target, last verdict, last and next che"},{"name":"gaip_watch_remove","description":"Use this when asked to stop watching an agent or service. Pass your `continuity_handle` and the `watch_id`. Its stored events are deleted; retained receipts sta"},{"name":"gaip_watch_events","description":"Use this when asked what changed on a watched agent or service. Pass your `continuity_handle` and optionally a `watch_id`. Returns recent change events: verdict"},{"name":"gaip_observatory_lookup","description":"Use this when asked about an MCP server's or agent's history (\"has this server changed?\", \"was it up last week?\"). Pass its `url` or `name`. Returns dated facts"},{"name":"gaip_manifest_changes","description":"Use this when asked which MCP servers or agents changed recently (\"what changed this week?\"). Optional `since` (RFC 3339), `target_id`, `limit` (max 100). Retur"},{"name":"gaip_observatory_capture","description":"Use this to save a dated record of what a public MCP server or A2A agent card declares now. Pass its `url`. GAIP reads it once (robots.txt respected, never tool"},{"name":"gaip_tools_changed_since","description":"Use this before connecting to an MCP server: did its tools change since your `since` date? Pass its `url`, optionally your tools/list `tools` or a digest. Retur"},{"name":"gaip_check_permission","description":"Use this before your agent fetches a page (\"may my agent fetch this?\"). Pass the `url` and your `agent` token. Reads robots.txt (RFC 9309), AI-preference lines,"},{"name":"gaip_compare_supplier_snapshots","description":"Use this when asked what changed between two versions of an agent card, MCP server description or OpenAPI document (\"did this API break?\"). Pass `prior` and `cu"},{"name":"gaip_diagnose_integration_failure","description":"Use this when an agent, MCP or API call failed (\"why did my call fail?\", \"what does this 429 mean?\"). Pass the `failure` ({code, detail}) or the raw error text."},{"name":"gaip_supplier_reliability","description":"Use this when a supplier agent or API you depend on started failing (\"did something change on their side?\"). Pass its `supplier_url` and the `failure`. Returns "}],"toolCount":13,"toolsHash":"85785a67e0389210ca61b17e73a13267286e21df262bd05235081ceee209bd1b","serverName":"gaip-integration-protocol","capabilities":["prompts","resources","tools"],"serverVersion":"1.5.0","protocolVersion":"2025-06-18"}},{"at":"2026-10-10T14:26:09.751Z","kind":"mcp_initialize","ok":true,"httpStatus":200,"latencyMs":3914,"error":null,"detail":{"tools":[{"name":"check_agent_conformance","description":"Use this when asked to check an AI agent or MCP server: does it work, is it reachable, is its card valid (\"check this agent\", \"is this MCP server up?\"). Pass ju"},{"name":"gaip_watch_register","description":"Use this when asked to keep an eye on an agent or MCP server (\"tell me if it changes or goes down\"). Pass the `continuity_handle` from any GAIP result, `kind` a"},{"name":"gaip_watch_list","description":"Use this when asked which agents or services you are watching. Pass your `continuity_handle`. Returns each watch's kind, target, last verdict, last and next che"},{"name":"gaip_watch_remove","description":"Use this when asked to stop watching an agent or service. Pass your `continuity_handle` and the `watch_id`. Its stored events are deleted; retained receipts sta"},{"name":"gaip_watch_events","description":"Use this when asked what changed on a watched agent or service. Pass your `continuity_handle` and optionally a `watch_id`. Returns recent change events: verdict"},{"name":"gaip_observatory_lookup","description":"Use this when asked about an MCP server's or agent's history (\"has this server changed?\", \"was it up last week?\"). Pass its `url` or `name`. Returns dated facts"},{"name":"gaip_manifest_changes","description":"Use this when asked which MCP servers or agents changed recently (\"what changed this week?\"). Optional `since` (RFC 3339), `target_id`, `limit` (max 100). Retur"},{"name":"gaip_observatory_capture","description":"Use this to save a dated record of what a public MCP server or A2A agent card declares now. Pass its `url`. GAIP reads it once (robots.txt respected, never tool"},{"name":"gaip_tools_changed_since","description":"Use this before connecting to an MCP server: did its tools change since your `since` date? Pass its `url`, optionally your tools/list `tools` or a digest. Retur"},{"name":"gaip_check_permission","description":"Use this before your agent fetches a page (\"may my agent fetch this?\"). Pass the `url` and your `agent` token. Reads robots.txt (RFC 9309), AI-preference lines,"},{"name":"gaip_compare_supplier_snapshots","description":"Use this when asked what changed between two versions of an agent card, MCP server description or OpenAPI document (\"did this API break?\"). Pass `prior` and `cu"},{"name":"gaip_diagnose_integration_failure","description":"Use this when an agent, MCP or API call failed (\"why did my call fail?\", \"what does this 429 mean?\"). Pass the `failure` ({code, detail}) or the raw error text."},{"name":"gaip_supplier_reliability","description":"Use this when a supplier agent or API you depend on started failing (\"did something change on their side?\"). Pass its `supplier_url` and the `failure`. Returns "}],"toolCount":13,"toolsHash":"85785a67e0389210ca61b17e73a13267286e21df262bd05235081ceee209bd1b","serverName":"gaip-integration-protocol","capabilities":["prompts","resources","tools"],"serverVersion":"1.5.0","protocolVersion":"2025-06-18"}},{"at":"2026-10-10T07:24:15.212Z","kind":"mcp_initialize","ok":true,"httpStatus":200,"latencyMs":3034,"error":null,"detail":{"tools":[{"name":"check_agent_conformance","description":"Use this when asked to check an AI agent or MCP server: does it work, is it reachable, is its card valid (\"check this agent\", \"is this MCP server up?\"). Pass ju"},{"name":"gaip_watch_register","description":"Use this when asked to keep an eye on an agent or MCP server (\"tell me if it changes or goes down\"). Pass the `continuity_handle` from any GAIP result, `kind` a"},{"name":"gaip_watch_list","description":"Use this when asked which agents or services you are watching. Pass your `continuity_handle`. Returns each watch's kind, target, last verdict, last and next che"},{"name":"gaip_watch_remove","description":"Use this when asked to stop watching an agent or service. Pass your `continuity_handle` and the `watch_id`. Its stored events are deleted; retained receipts sta"},{"name":"gaip_watch_events","description":"Use this when asked what changed on a watched agent or service. Pass your `continuity_handle` and optionally a `watch_id`. Returns recent change events: verdict"},{"name":"gaip_observatory_lookup","description":"Use this when asked about an MCP server's or agent's history (\"has this server changed?\", \"was it up last week?\"). Pass its `url` or `name`. Returns dated facts"},{"name":"gaip_manifest_changes","description":"Use this when asked which MCP servers or agents changed recently (\"what changed this week?\"). Optional `since` (RFC 3339), `target_id`, `limit` (max 100). Retur"},{"name":"gaip_observatory_capture","description":"Use this to save a dated record of what a public MCP server or A2A agent card declares now. Pass its `url`. GAIP reads it once (robots.txt respected, never tool"},{"name":"gaip_tools_changed_since","description":"Use this before connecting to an MCP server: did its tools change since your `since` date? Pass its `url`, optionally your tools/list `tools` or a digest. Retur"},{"name":"gaip_check_permission","description":"Use this before your agent fetches a page (\"may my agent fetch this?\"). Pass the `url` and your `agent` token. Reads robots.txt (RFC 9309), AI-preference lines,"},{"name":"gaip_compare_supplier_snapshots","description":"Use this when asked what changed between two versions of an agent card, MCP server description or OpenAPI document (\"did this API break?\"). Pass `prior` and `cu"},{"name":"gaip_diagnose_integration_failure","description":"Use this when an agent, MCP or API call failed (\"why did my call fail?\", \"what does this 429 mean?\"). Pass the `failure` ({code, detail}) or the raw error text."},{"name":"gaip_supplier_reliability","description":"Use this when a supplier agent or API you depend on started failing (\"did something change on their side?\"). Pass its `supplier_url` and the `failure`. Returns "}],"toolCount":13,"toolsHash":"85785a67e0389210ca61b17e73a13267286e21df262bd05235081ceee209bd1b","serverName":"gaip-integration-protocol","capabilities":["prompts","resources","tools"],"serverVersion":"1.4.0","protocolVersion":"2025-06-18"}}],"tools":[{"name":"check_agent_conformance","description":"Use this when asked to check an AI agent or MCP server: does it work, is it reachable, is its card valid (\"check this agent\", \"is this MCP server up?\"). Pass ju"},{"name":"gaip_watch_register","description":"Use this when asked to keep an eye on an agent or MCP server (\"tell me if it changes or goes down\"). Pass the `continuity_handle` from any GAIP result, `kind` a"},{"name":"gaip_watch_list","description":"Use this when asked which agents or services you are watching. Pass your `continuity_handle`. Returns each watch's kind, target, last verdict, last and next che"},{"name":"gaip_watch_remove","description":"Use this when asked to stop watching an agent or service. Pass your `continuity_handle` and the `watch_id`. Its stored events are deleted; retained receipts sta"},{"name":"gaip_watch_events","description":"Use this when asked what changed on a watched agent or service. Pass your `continuity_handle` and optionally a `watch_id`. Returns recent change events: verdict"},{"name":"gaip_observatory_lookup","description":"Use this when asked about an MCP server's or agent's history (\"has this server changed?\", \"was it up last week?\"). Pass its `url` or `name`. Returns dated facts"},{"name":"gaip_manifest_changes","description":"Use this when asked which MCP servers or agents changed recently (\"what changed this week?\"). Optional `since` (RFC 3339), `target_id`, `limit` (max 100). Retur"},{"name":"gaip_observatory_capture","description":"Use this to save a dated record of what a public MCP server or A2A agent card declares now. Pass its `url`. GAIP reads it once (robots.txt respected, never tool"},{"name":"gaip_tools_changed_since","description":"Use this before connecting to an MCP server: did its tools change since your `since` date? Pass its `url`, optionally your tools/list `tools` or a digest. Retur"},{"name":"gaip_check_permission","description":"Use this before your agent fetches a page (\"may my agent fetch this?\"). Pass the `url` and your `agent` token. Reads robots.txt (RFC 9309), AI-preference lines,"},{"name":"gaip_compare_supplier_snapshots","description":"Use this when asked what changed between two versions of an agent card, MCP server description or OpenAPI document (\"did this API break?\"). Pass `prior` and `cu"},{"name":"gaip_diagnose_integration_failure","description":"Use this when an agent, MCP or API call failed (\"why did my call fail?\", \"what does this 429 mean?\"). Pass the `failure` ({code, detail}) or the raw error text."},{"name":"gaip_supplier_reliability","description":"Use this when a supplier agent or API you depend on started failing (\"did something change on their side?\"). Pass its `supplier_url` and the `failure`. Returns "}],"package":null,"toolSurface":{"id":"ts_35aautry8gch","endpointId":"ep_zn763wpuv7qv","hash":"85785a67e0389210ca61b17e73a13267286e21df262bd05235081ceee209bd1b","toolCount":13,"serverName":"gaip-integration-protocol","serverVersion":"1.4.0","protocolVersion":"2025-06-18","firstSeenAt":"2026-10-10T01:24:35.094Z","lastSeenAt":"2026-10-12T19:26:42.685Z","observations":11,"toolNames":["check_agent_conformance","gaip_watch_register","gaip_watch_list","gaip_watch_remove","gaip_watch_events","gaip_observatory_lookup","gaip_manifest_changes","gaip_observatory_capture","gaip_tools_changed_since","gaip_check_permission","gaip_compare_supplier_snapshots","gaip_diagnose_integration_failure","gaip_supplier_reliability"],"distinctSurfaces":7},"endpointFacts":[{"id":"ep_zn763wpuv7qv","url":"https://www.gaipagents.com/mcp/agents/integration-protocol","type":"mcp_streamable_http","factsCheckedAt":"2026-10-12T12:25:34.776Z","auth":{"observedAt":"2026-10-12T12:25:34.934Z","authRequired":false,"scheme":null,"resourceMetadata":null,"authorizationServer":null,"conformance":{"dpop":false,"rfc8414":false,"rfc9728":false,"pkceS256":false,"clientIdMetadataDocument":false,"dynamicClientRegistration":false}},"tls":{"observedAt":"2026-10-12T12:25:34.960Z","protocol":"TLSv1.3","chainValid":true,"chainError":null,"hostMatches":true,"subject":"*.gaipagents.com","issuer":{"commonName":"YR2","organization":"Let's Encrypt"},"validFrom":"2026-09-19T08:23:49.000Z","validTo":"2026-12-18T08:23:48.000Z","daysToExpiry":66,"sanCount":2,"fingerprint256":"03:01:AE:E3:57:7D:F7:89:A2:80:81:B3:D9:C7:EB:C5:73:ED:63:B1:AC:A1:6D:DA:E9:B0:63:6E:8C:5D:70:D9"}}]},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"mcp_registry","key":"io.github.tjcgraham-rgb/gaip-integration-protocol","url":"https://registry.modelcontextprotocol.io/v0/servers/io.github.tjcgraham-rgb%2Fgaip-integration-protocol","firstSeenAt":"2026-09-29T23:22:35.569Z","fetchedAt":"2026-10-11T09:22:54.801Z","normalizedAt":"2026-10-11T09:22:54.801Z"},{"source":"ard_catalog","key":"urn:air:gaipagents.com:mcp:gaip-integration-protocol","url":"https://www.gaipagents.com/.well-known/ai-catalog.json","firstSeenAt":"2026-10-02T19:21:57.643Z","fetchedAt":"2026-10-02T19:21:57.643Z","normalizedAt":"2026-10-02T19:21:57.643Z"}]},"firstSeenAt":"2026-09-29T23:22:35.569Z","updatedAt":"2026-10-12T19:29:49.213Z"}