GAIP Integration & Protocol Agent
Behind Check and GAIP Watch, and Diagnose: A2A, MCP and OpenAPI checks with a dated change log.
Connector by tjcgraham-rgb · GitHub account verified by the MCP Registry
Chalk Labs
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Install
Works with Claude Code, VS Code, Cursor, Windsurf. Read the repository before you give any tool access to your data.
npx agentmarket install connector/tjcgraham-rgb-gaip-integration-protocol
Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.
Remote endpoint
https://www.gaipagents.com/mcp/agents/integration-protocolRemote (HTTP)
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About
Reviews
Write a reviewNo reviews yet. Installed it? Reviews come from verified installers only. How reviews work
Permissions
What this server can do and what it asks for, from its tool list and install config. Checked Oct 25, 2026.
- Tools
- 8 read · 4 write · 1 delete
- Secrets
- None asked for
- Install scripts
- Nothing to install (hosted)
- Runs as
- Hosted (remote endpoint)
Tools by what they do 13
From the running server's own tool list (tools/list) on Oct 25, 2026.
Read 8 · Look things up without changing anything.
check_agent_conformancegaip_check_permissiongaip_manifest_changesgaip_observatory_lookupgaip_supplier_reliabilitygaip_tools_changed_sincegaip_watch_eventsgaip_watch_list
Write 4 · Create, change, send or run things.
gaip_compare_supplier_snapshotsgaip_diagnose_integration_failuregaip_observatory_capturegaip_watch_register
Delete 1 · Delete, drop, revoke or wipe things.
gaip_watch_remove
Network hosts it talks to 1
gaipagents.com· found in remote endpoint, install command
Tools (13)
As the server listed them on Oct 25, 2026. Descriptions are the server’s own words; hidden characters are shown as [U+…].
check_agent_conformanceCheck an AI agent or MCP serverread-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_permissionMay my agent fetch this?read-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_snapshotsWhat changed between two versionsUse 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_failureWhy did my agent call fail?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_manifest_changesWhat changed recently (manifest log)read-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_captureSave an agent's declarations nowUse 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_lookupLook up an MCP server's or agent's historyread-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_reliabilityWhy is my supplier failing?read-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_sinceHas this MCP server changed?read-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 watch change 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_listList my watchesread-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_registerWatch an agent or MCP server for changesUse 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_removeRemove a watchcan change or delete dataUse 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.
Signals
- Stars
- 0
- Forks
- 0
- Open issues
- 0
- Last commit
- Oct 9, 2026 (21 days ago)
- Last release
- Oct 13, 2026 (17 days ago)
From GitHub (fetched Oct 24, 2026).
Details
- Registry name
io.github.tjcgraham-rgb/gaip-integration-protocol- Version
- 1.5.0
- Auth
- Auth not stated
- License
- MIT
- Repository
- github.com/tjcgraham-rgb/gaip-agents
- First seen
- Oct 24, 2026
- Last checked
- Oct 24, 2026
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Cite this page
GAIP Integration & Protocol Agent MCP server. Agent Mart. https://agentmart.dev/connectors/tjcgraham-rgb-gaip-integration-protocol (last updated 2026-10-24)