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Open Labor Project - Auto Repair Data

MCP server · hosted · v1.0.0 · com.openlaborproject/auto-repair
Online · tested 2h agoNEW · 3h agoSeen in the registry 2h ago

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

What it does

Open Labor Project - Auto Repair Data is an MCP server, a connector that lets an AI assistant use it as a tool. It is hosted: an assistant connects to it over the internet, nothing to install.

No capability identified yet from its description.

Facts come from the Official MCP Registry, as declared by the publisher. Capabilities are matched automatically (low confidence). None of this is a test of the tool.

At a glance

Hosted (remote)YES
Local installNO
Version1.0.0
PriceNot in the registry
First seen31 Oct 2026
Last checked2h ago

How to connect

As declared in the Official MCP Registry · hosted endpoint tested by Electra Index 2h ago (live check)

Hosted endpoint

  • https://openlaborproject.com/api/mcp streamable-http

Required: X-API-Key (get it from the publisher)

MCP settings (Claude Desktop, Cursor and other MCP clients)

{
  "mcpServers": {
    "open-labor-project-auto-repair-data": {
      "url": "https://openlaborproject.com/api/mcp",
      "headers": {
        "X-API-Key": "<your X-API-Key>"
      }
    }
  }
}

Replace the values in <angle brackets>.

Live check

Electra Index connected to the hosted endpoint 2h ago

ONLINE Open Labor Project - Auto Repair Data answered an MCP connection on 31 Oct 2026 and introduced itself as open-labor-project 1.0.0 (MCP protocol 2025-06-18).

6 tools offered to AI assistants

  • find_vehicle · Look up vehicles by make (and optional model) to discover exact model/engine slugs used by the other tools. Start here when unsure of slugs.
  • get_labor_times · Repair labor-time estimates (book hours) for a specific vehicle. 550+ jobs per vehicle; pass "search" to filter (e.g. "water pump").
  • get_torque_specs · Torque specifications (Nm / lb-ft) for fasteners on a specific vehicle, grouped by repair job. Pass "search" to filter (e.g. "caliper").
  • get_fluid_specs · Fluid types, capacities, and change intervals (oil, coolant, trans, brake, etc.) for a specific vehicle. Pass "search" for one system (e.g. "coolant").
  • lookup_dtc · Decode an OBD-II diagnostic trouble code (e.g. P0300): meaning, severity, category.
  • get_battery_specs · OE battery data for a specific vehicle: BCI group, chemistry (AGM/EFB), CCA, dimensions, terminals, cross-reference part numbers.

What "online" means: the server answered an MCP connection at the time of the check. It is not a guarantee of security, quality or continuous uptime. How we test: we open an MCP session and ask for the tool list, as an AI assistant would. We never run a tool and never send a key. Checked every few days. Method

Is this your server? Monitoring Pro: a check every 30 minutes and an email within the hour when it stops answering. Launch offer: $39.99 once, for life.

Facts & evidence

Each fact shows where it was seen and when.
FactValueEvidenceSourceLast confirmed
Hosted endpointhttps://openlaborproject.com/api/mcpDECLAREDSRC-001 Official MCP Registry2h ago
Local install (package)noDECLAREDSRC-001 Official MCP Registry2h ago
Remote access (hosted)yesDECLAREDSRC-001 Official MCP Registry2h ago
Websitehttps://openlaborproject.com/mcp/DECLAREDSRC-001 Official MCP Registry2h ago
Registry statusactiveDECLAREDSRC-001 Official MCP Registry2h ago
Version1.0.0DECLAREDSRC-001 Official MCP Registry2h ago
MCP serveryesDECLAREDSRC-001 Official MCP Registry2h ago

Change history

  • NEW31 Oct 2026
    first seen in the index

Is this page accurate?

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Questions about Open Labor Project - Auto Repair Data

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

Use the hosted endpoint https://openlaborproject.com/api/mcp in your assistant's MCP settings. The exact settings are in "How to connect" above, as declared in the Official MCP Registry.

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

Yes. The registry entry lists a required value: X-API-Key. Get it from the publisher.

What tools does Open Labor Project - Auto Repair Data offer?

When Electra Index connected on 31 Oct 2026, it listed 6 tools: find_vehicle, get_labor_times, get_torque_specs, get_fluid_specs, lookup_dtc, get_battery_specs. The full list is in "Live check" above.

Is Open Labor Project - Auto Repair Data online?

Yes. Its hosted endpoint answered an MCP connection from Electra Index 2h ago.