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).
Every tool that appeared, vanished or quietly changed what it asks for. Recorded since 3 October 2026. No other catalogue keeps this.
We read the source, 4 d ago · tools taken from the live server · rules 995398eba69f
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.
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.
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.
Endpoint below is the one we actually reach during checks — not the one copied from a README. Last verified 11 min ago.
claude mcp add gaip-integration-repair --transport http https://www.gaipagents.com/mcp/agents/integration-repair
https://www.gaipagents.com/mcp/agents/integration-repair
[mcp_servers.gaip-integration-repair]
url = "https://www.gaipagents.com/mcp/agents/integration-repair"
{
"mcpServers": {
"gaip-integration-repair": {
"url": "https://www.gaipagents.com/mcp/agents/integration-repair"
}
}
}
{
"servers": {
"gaip-integration-repair": {
"type": "http",
"url": "https://www.gaipagents.com/mcp/agents/integration-repair"
}
}
}
Read directly from the server with tools/list, grouped by what they act on.
If a tool disappears, we record the date.
gaip_diagnose_integration_failure
gaip_supplier_reliability
| URL | Transport | State | Latency | Checked |
|---|---|---|---|---|
| https://www.gaipagents.com/mcp/agents/integration-repair | streamable-http | answering | 74 ms | 11 min ago |
Integration Agent
MCP server for Redmine API integration with AI agents.
Nursing care plans for students: diagnoses, SMART goals, interventions with rationale, sources.
Pay-per-call JSON repair + JSON Schema validation for AI agents (USDC on Base, x402).
Fast, private multi-species diagnosis. Custom-trained models. No third-party AI or image retention.
AI product-copy samples and EUR 9 packs; free integration diagnosis and EUR 5 evidence reports.
Local gut check before risky agent actions: calibrated safe/intended probabilities, no API calls.
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Answers built from our own checks of this server.