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GAIP Integration & Protocol Agent

R0· no sign-in

Behind Check and GAIP Watch, and Diagnose: A2A, MCP and OpenAPI checks with a dated change log.

v1.5.0 · active · repository · website · descriptor JSON · versions

An agent can connect right now, no human step.Remote endpoint, no authentication, reachable on the last probe.
Quality75good
Trust93of 100
Uptime, 30 days100%
Latency p502297 ms

Connect

8 clients · secrets stay placeholders
{
  "mcpServers": {
    "gaip-integration-protocol": {
      "type": "http",
      "url": "https://www.gaipagents.com/mcp/agents/integration-protocol"
    }
  }
}
claude mcp add --transport http gaip-integration-protocol https://www.gaipagents.com/mcp/agents/integration-protocol
[mcp_servers.gaip-integration-protocol]
url = "https://www.gaipagents.com/mcp/agents/integration-protocol"

{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "gaip-integration-protocol": {
      "type": "remote",
      "url": "https://www.gaipagents.com/mcp/agents/integration-protocol",
      "enabled": true
    }
  }
}
{
  "mcpServers": {
    "gaip-integration-protocol": {
      "type": "http",
      "url": "https://www.gaipagents.com/mcp/agents/integration-protocol"
    }
  },
  "deeplink": "cursor://anysphere.cursor-deeplink/mcp/install?name=gaip-integration-protocol&config=eyJ0eXBlIjoiaHR0cCIsInVybCI6Imh0dHBzOi8vd3d3LmdhaXBhZ2VudHMuY29tL21jcC9hZ2VudHMvaW50ZWdyYXRpb24tcHJvdG9jb2wifQ%3D%3D"
}
{
  "servers": {
    "gaip-integration-protocol": {
      "type": "http",
      "url": "https://www.gaipagents.com/mcp/agents/integration-protocol"
    }
  }
}
{
  "mcpServers": {
    "gaip-integration-protocol": {
      "httpUrl": "https://www.gaipagents.com/mcp/agents/integration-protocol"
    }
  }
}
extensions:
  "gaip-integration-protocol":
    enabled: true
    name: "gaip-integration-protocol"
    type: streamable_http
    uri: "https://www.gaipagents.com/mcp/agents/integration-protocol"
    timeout: 300

Quality 75 / 100good

protocol75 · weight 25
  • warn
    protocol.modernnewest supported version is 2025-11-25; 2026-07-28 not supported, older versions are deprecated until 2027-07-28
  • n/a
    protocol.statelessonly applies to 2026-07-28 servers
  • pass
    protocol.transportstreamable HTTP
  • n/a
    protocol.list_ttlonly applies to 2026-07-28 servers
authorizationn/a · weight 15
  • n/a
    auth.prm, auth.as_metadata, auth.cimdno remote uses OAuth
  • n/a
    auth.secret_in_urlno templated URL
tool hygiene100 · weight 30
  • pass
    tools.descriptionsevery tool has a description
  • pass
    tools.description_lengthdescriptions are concise
  • pass
    tools.schemasevery tool has an object input schema
  • pass
    tools.annotations13 of 13 tools declare readOnlyHint or destructiveHint
  • pass
    tools.directory_hintsevery tool declares readOnlyHint, destructiveHint, idempotentHint and openWorldHint
  • pass
    tools.token_costabout 4,909 tokens to load every tool
  • pass
    tools.api_dumptools are not a one-to-one API dump
stability25 · weight 15
  • warn
    stability.changes29 tool changes in 30 days
  • fail
    stability.rug_pull5 tools kept their name but changed most of their description in 30 days; review before trusting them
dependenciesn/a · weight 15
  • n/a
    deps.known_vulns, deps.mcp_sdk_version, deps.resolvableno npm or PyPI package

13 tools, about 4,909 tokens to load them all · tool set 887745b37672 · tools last changed 2026-10-15 · checked 2026-10-19 10:52 UTC

Tool changes

  • gaip_diagnose_integration_failurechangedinput schema
  • gaip_tools_changed_sincechangedinput schema
  • gaip_observatory_lookupchangedinput schema
  • gaip_watch_registerchangedinput schema
  • gaip_supplier_reliabilityadded

    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 the diagnosis plus changes GAIP observed around then (correlated in time, not causation), with receipts. Free, read-only, no account; inputs must be public and non-personal.

  • gaip_diagnose_integration_failureadded

    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. Returns the likely cause, when and how to retry, fix steps and a receipt. GAIP touches no other system. Free, no account; records a GAIP receipt only. Inputs must be public and non-personal.

  • gaip_compare_supplier_snapshotsadded

    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 `current`. Returns each change as BREAKING / NON_BREAKING / INFO with migration notes and a receipt. Free, no account; records a GAIP receipt only. Inputs must be public and non-personal.

  • gaip_check_permissionadded

    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, RSL, tdmrep.json and llms.txt; returns ALLOWED, DISALLOWED, NO_RULE or UNKNOWN, the rule quoted, the time and a signature. Free, read-only, no account; inputs must be public and non-personal.

  • gaip_tools_changed_sinceadded

    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. Returns dates, change classes, stored hashes and whether yours match the latest GAIP observed. Facts, not a verdict. Free, read-only, no account; inputs must be public and non-personal.

  • gaip_observatory_captureadded

    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 tools/call), re-reads it daily and returns the capture id, time and SHA-256 hashes. Not an assessment. Free, no account; records a GAIP receipt only. Inputs must be public and non-personal.

Showing the latest 10. Full history: list_changes · trend: quality JSON.

Checks run on what our credential-free, read-only probes observe; tools are never called and no code audit is performed. How it is computed.

Trust 93 / 100

duplicate-repo
provenance90
liveness100
freshness100
hygiene80

+repository +namespace-matches-repo +website +reachable +uptime-100% +updated-9d-ago -duplicate-repo(12 names)

Derived from observable signals (official registry feed and our own credential-free probes); no code audit performed. How it is computed.

Endpoints

remoteauthreachableuptime 30dp50protocollast ok
https://www.gaipagents.com/mcp/agents/integration-protocol streamable-httpnoneyes100%2297 ms2025-11-252026-10-19

Tools (13)

check_agent_conformanceread-onlyUse 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 just its `url`. Returns READY / FIXES_NEEDED / NO_AGENT_CARD / UNREACHABLE with fixes and a receipt. Free, read-only, no account; inputs must be public and non-personal.
gaip_check_permissionread-onlyUse 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, RSL, tdmrep.json and llms.txt; returns ALLOWED, DISALLOWED, NO_RULE or UNKNOWN, the rule quoted, the time and a signature. Free, read-only, no account; inputs must be public and non-personal.
gaip_compare_supplier_snapshotsUse 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 `current`. Returns each change as BREAKING / NON_BREAKING / INFO with migration notes and a receipt. Free, no account; records a GAIP receipt only. Inputs must be public and non-personal.
gaip_diagnose_integration_failureUse 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. Returns the likely cause, when and how to retry, fix steps and a receipt. GAIP touches no other system. Free, no account; records a GAIP receipt only. Inputs must be public and non-personal.
gaip_manifest_changesread-onlyUse this when asked which MCP servers or agents changed recently ("what changed this week?"). Optional `since` (RFC 3339), `target_id`, `limit` (max 100). Returns the Observatory's hash-chained log of manifest changes: before/after hashes, neutral facts, receipts. Free, read-only, no account; inputs must be public and non-personal.
gaip_observatory_captureUse 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 tools/call), re-reads it daily and returns the capture id, time and SHA-256 hashes. Not an assessment. Free, no account; records a GAIP receipt only. Inputs must be public and non-personal.
gaip_observatory_lookupread-onlyUse 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 the Agent Observatory observed: status history, manifest hash, conformance codes, change log. Not an assessment. Free, read-only, no account; inputs must be public and non-personal.
gaip_supplier_reliabilityread-onlyUse 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 the diagnosis plus changes GAIP observed around then (correlated in time, not causation), with receipts. Free, read-only, no account; inputs must be public and non-personal.
gaip_tools_changed_sinceread-onlyUse 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. Returns dates, change classes, stored hashes and whether yours match the latest GAIP observed. Facts, not a verdict. Free, read-only, no account; inputs must be public and non-personal.
gaip_watch_eventsread-onlyUse 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 before and after, a change summary, the receipt and webhook delivery status. Free, read-only, no account; inputs must be public and non-personal.
gaip_watch_listread-onlyUse 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 check and webhook endpoint (never the secret). Free, read-only, no account; inputs must be public and non-personal.
gaip_watch_registerUse 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` and `target_url`. GAIP re-checks every 24 hours (3 free watches), receipts each change and can call your webhook. Free, no account; records a GAIP receipt only. Inputs must be public and non-personal.
gaip_watch_removedestructiveUse 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 stay verifiable. Free, no account; records a GAIP receipt only. Inputs must be public and non-personal.

Schemas: list_tools.

Also listed as

11 other active names share this repository (showing 10): io.github.tjcgraham-rgb/gaip-art-intelligence, io.github.tjcgraham-rgb/gaip-broker, io.github.tjcgraham-rgb/gaip-buyer-assurance, io.github.tjcgraham-rgb/gaip-integration-repair, io.github.tjcgraham-rgb/gaip-listing-observer, io.github.tjcgraham-rgb/gaip-opportunity-broker, io.github.tjcgraham-rgb/gaip-outcome-value, io.github.tjcgraham-rgb/gaip-procurement-verify, io.github.tjcgraham-rgb/gaip-supplier-watch, io.github.tjcgraham-rgb/gaip-trust-assurance

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Official server.json
{
  "name": "io.github.tjcgraham-rgb/gaip-integration-protocol",
  "icons": [
    {
      "src": "https://www.gaipagents.com/assets/agents/integration-protocol.svg",
      "sizes": [
        "any"
      ],
      "mimeType": "image/svg+xml"
    }
  ],
  "title": "GAIP Integration & Protocol Agent",
  "$schema": "https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json",
  "remotes": [
    {
      "url": "https://www.gaipagents.com/mcp/agents/integration-protocol",
      "type": "streamable-http"
    }
  ],
  "version": "1.5.0",
  "repository": {
    "url": "https://github.com/tjcgraham-rgb/gaip-agents",
    "source": "github"
  },
  "websiteUrl": "https://www.gaipagents.com/agents/integration-protocol",
  "description": "Behind Check and GAIP Watch, and Diagnose: A2A, MCP and OpenAPI checks with a dated change log."
}