GAIP Integration & Protocol Agent MCP Server

by tjcgraham-rgb Your server? Claim it

answering

GAIP Integration & Protocol Agent is answering right now. Last checked 6 min ago. It exposes 13 tools. Last commit 10 Oct 2026.

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

Uptime history 28 days of history · worst day 0%

28 days agonow

11.0%

Uptime 24h

10 of 91 checks

Tools

read from the server

543 ms

Response time

average over 24h

Stars

last commit 10 Oct 2026

What changed 17

Every tool that appeared, vanished or quietly changed what it asks for. Recorded since 3 October 2026. No other catalogue keeps this.

18 Oct 3 tools changed the parameters they ask for gaip_diagnose_integration_failure, gaip_observatory_lookup, gaip_tools_changed_since

3 Oct 12 tools appeared gaip_check_permission, gaip_compare_supplier_snapshots, gaip_diagnose_integration_failure and 9 more

3 Oct a tool description was rewritten check_agent_conformance

3 Oct a tool changed the parameters it asks for check_agent_conformance

What the code does

We read the source, 4 d ago · tools taken from the live server · rules 995398eba69f

Capabilities

What this server is able to do. For an MCP server this is often the job itself — a terminal server runs commands because that is what it is for. Listed so you know what you are plugging in, not as an accusation.

Dumps the whole environment packages/gaip-check-action/check.py:146

    env = dict(os.environ if env is None else env)

Is this your server and something here is wrong? Tell us — corrections are free and do not require a plan.

This code can reach further than it looks

We found places where it runs commands, builds paths or queries from values it is given. None of that is a flaw by itself — it becomes one when the code changes, and code changes quietly between releases. We re-read it on every one.

Connect this server

Endpoint below is the one we actually reach during checks — not the one copied from a README. Last verified 6 min ago.

Claude Code Claude Desktop Codex Cursor VS Code

run in your terminal

claude mcp add gaip-integration-protocol --transport http https://www.gaipagents.com/mcp/agents/integration-protocol

Settings → Connectors → Add custom connector, then paste this address

https://www.gaipagents.com/mcp/agents/integration-protocol

~/.codex/config.toml

[mcp_servers.gaip-integration-protocol]
url = "https://www.gaipagents.com/mcp/agents/integration-protocol"

.cursor/mcp.json

{
  "mcpServers": {
    "gaip-integration-protocol": {
      "url": "https://www.gaipagents.com/mcp/agents/integration-protocol"
    }
  }
}

.vscode/mcp.json

{
  "servers": {
    "gaip-integration-protocol": {
      "type": "http",
      "url": "https://www.gaipagents.com/mcp/agents/integration-protocol"
    }
  }
}

Available tools 13

Read directly from the server with tools/list, grouped by what they act on. If a tool disappears, we record the date.

gaip

gaip_check_permission

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_compare_supplier_snapshots

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_diagnose_integration_failure

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_changes

Use 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_capture

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.

gaip_observatory_lookup

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 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_reliability

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_tools_changed_since

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_watch_events

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 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_list

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 check and webhook endpoint (never the secret). Free, read-only, no account; inputs must be public and non-personal.

gaip_watch_register

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` 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_remove

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 stay verifiable. Free, no account; records a GAIP receipt only. Inputs must be public and non-personal.

agent

check_agent_conformance

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 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.

Endpoints

URL	Transport	State	Latency	Checked
https://www.gaipagents.com/mcp/agents/integration-protocol	streamable-http	answering	345 ms	6 min ago

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GAIP Integration & Protocol Agent — questions

Answers built from our own checks of this server.

What can GAIP Integration & Protocol Agent do?

It exposes 13 tools, read directly from the server on our last check. Among them: check_agent_conformance, gaip_check_permission, gaip_compare_supplier_snapshots, gaip_diagnose_integration_failure, gaip_manifest_changes, gaip_observatory_capture and 7 more. The full list with descriptions is on this page — we take it from the server itself via tools/list, not from a README. How MCP servers expose tools in the first place →

Is GAIP Integration & Protocol Agent working right now?

We send a real MCP handshake every 15 minutes. Over the last 24 hours 10 of 91 checks got a reply (11.0%), average response time 543 ms. The bar chart above shows every period we have measured.

How do I connect GAIP Integration & Protocol Agent?

Copy the ready config from this page. We generate it for Claude Code, Claude Desktop, Codex, Cursor and VS Code, each in the form that client actually reads. It is a remote server, so there is nothing to install — the client connects to the address.

Does GAIP Integration & Protocol Agent need an API key?

No. GAIP Integration & Protocol Agent completed a full MCP handshake with us as an anonymous client and listed its tools without asking for anything. All 13 of them are readable on this page. This is what we observed, not what the docs claim.

How fast is GAIP Integration & Protocol Agent?

It answers our handshake in 543 ms on average, which is faster than 24% of all working MCP servers we measure. That is on the slow side — worth knowing if the tool sits inside an interactive loop. The comparison comes from our own checks across the whole registry, every 15 minutes.

Is GAIP Integration & Protocol Agent open source?

The code is open source: it is published under the MIT licence, written in Python and 0 stars on GitHub. The licence covers the code in the repository, not the hosted service at gaipagents.com, which runs on its operator's own terms.