Open Labor Project - Auto Repair Data MCP Server

by openlaborproject Your server? Claim it

answering

Open Labor Project - Auto Repair Data is answering right now. Last checked 3 min ago.

Labor times, torque specs, fluid capacities, DTC codes and battery specs for vehicles 1955-present.

Uptime history 49 hours of history

49 hours agonow

100.0%

Uptime 24h

92 of 92 checks

—

Tools

hidden behind auth

123 ms

Response time

average over 24h

authentication required

Access

streamable-http

Nothing serious here today

Today is the operative word: we check Open Labor Project - Auto Repair Data every 15 minutes and re-read its code on every release. Watch it and you find out the day that stops being true.

Connect this server

Endpoint below is the one we actually reach during checks — not the one copied from a README. Last verified 3 min ago.

Claude Code Claude Desktop Codex Cursor VS Code

run in your terminal

claude mcp add auto-repair --transport http https://openlaborproject.com/api/mcp

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

https://openlaborproject.com/api/mcp

~/.codex/config.toml

[mcp_servers.auto-repair]
url = "https://openlaborproject.com/api/mcp"

.cursor/mcp.json

{
  "mcpServers": {
    "auto-repair": {
      "url": "https://openlaborproject.com/api/mcp"
    }
  }
}

.vscode/mcp.json

{
  "servers": {
    "auto-repair": {
      "type": "http",
      "url": "https://openlaborproject.com/api/mcp"
    }
  }
}

This endpoint answered with an authorization challenge. The server is running, but it did not say what kind of credentials it expects.

Endpoints

URL	Transport	State	Latency	Checked
https://openlaborproject.com/api/mcp	streamable-http	needs auth	111 ms	3 min ago

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Open Labor Project - Auto Repair Data — questions

Answers built from our own checks of this server.

Why is there no tool list for Open Labor Project - Auto Repair Data?

The server answered our handshake with an authorization challenge, so it is running — but it will not describe its tools to an anonymous client. To see them you need to connect with your own credentials. We record it as alive, not as broken: 100.0% of checks in the last 24 hours got a reply.

Is Open Labor Project - Auto Repair Data working right now?

We send a real MCP handshake every 15 minutes. Over the last 24 hours 92 of 92 checks got a reply (100.0%), average response time 123 ms. The bar chart above shows every period we have measured.

How do I connect Open Labor Project - Auto Repair Data?

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. You will need your own credentials: it refuses anonymous clients.

Does Open Labor Project - Auto Repair Data need an API key?

Yes. Every time we knock, Open Labor Project - Auto Repair Data answers with an authorization challenge instead of its tool list — that is how we know it is running and gated rather than broken. Bring your own credentials and it will talk.

How fast is Open Labor Project - Auto Repair Data?

It answers our handshake in 123 ms on average, which is faster than 87% of all working MCP servers we measure. That puts it in the quick quarter of the ecosystem. The comparison comes from our own checks across the whole registry, every 15 minutes.