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GAIP Integration Repair Agent MCP Server

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GAIP Integration Repair Agent is listed as active in the registry but did not answer our last check. It exposes 2 tools. Last commit 10 Oct 2026.

Now part of GAIP Diagnose: diagnoses failed agent or API calls (gaip_diagnose).

Uptime history 28 days of history · worst day 0%
28 days agonow
13.2%
Uptime 24h
12 of 91 checks
2
Tools
read from the server
574 ms
Response time
average over 24h
0
Stars
last commit 10 Oct 2026

What changed 4

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

18 Oct a tool changed the parameters it asks for gaip_diagnose_integration_failure
3 Oct a tool appeared gaip_supplier_reliability
3 Oct a tool description was rewritten gaip_diagnose_integration_failure
3 Oct a tool changed the parameters it asks for gaip_diagnose_integration_failure

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.

Three servers free · no card

Connect this server

Endpoint below is the one we actually reach during checks — not the one copied from a README. Last verified 11 min ago.

run in your terminal
claude mcp add gaip-integration-repair --transport http https://www.gaipagents.com/mcp/agents/integration-repair
Settings → Connectors → Add custom connector, then paste this address
https://www.gaipagents.com/mcp/agents/integration-repair
~/.codex/config.toml
[mcp_servers.gaip-integration-repair]
url = "https://www.gaipagents.com/mcp/agents/integration-repair"
.cursor/mcp.json
{
  "mcpServers": {
    "gaip-integration-repair": {
      "url": "https://www.gaipagents.com/mcp/agents/integration-repair"
    }
  }
}
.vscode/mcp.json
{
  "servers": {
    "gaip-integration-repair": {
      "type": "http",
      "url": "https://www.gaipagents.com/mcp/agents/integration-repair"
    }
  }
}

Available tools 2

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

gaip
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_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.

Endpoints

URLTransportStateLatencyChecked
https://www.gaipagents.com/mcp/agents/integration-repair streamable-http answering 74 ms 11 min ago

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GAIP Integration Repair Agent — questions

Answers built from our own checks of this server.

What can GAIP Integration Repair Agent do?
It exposes 2 tools, read directly from the server on our last check. Among them: gaip_diagnose_integration_failure, gaip_supplier_reliability. 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 Repair Agent working right now?
We send a real MCP handshake every 15 minutes. Over the last 24 hours 12 of 91 checks got a reply (13.2%), average response time 574 ms. The bar chart above shows every period we have measured.
The registry lists GAIP Integration Repair Agent as active — why does it not respond?
The official MCP registry stores what the author submitted; it does not verify that the server still runs. We check the endpoint ourselves, and this one does not answer. Catalogues that copy the registry without checking will show it as working.
How do I connect GAIP Integration Repair 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 Repair Agent need an API key?
No. GAIP Integration Repair Agent completed a full MCP handshake with us as an anonymous client and listed its tools without asking for anything. All 2 of them are readable on this page. This is what we observed, not what the docs claim.
How fast is GAIP Integration Repair Agent?
It answers our handshake in 574 ms on average, which is faster than 22% 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 Repair 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.