Open Labor Project - Auto Repair Data
com.openlaborproject/auto-repairopenlaborproject.comstreamable-httpv1.0.0Scanned
Labor times, torque specs, fluid capacities, DTC codes and battery specs for vehicles 1955-present.
6 tools: 1 change things and 5 only read.
- Reads private data · 0
- Reads text others write · 0
- Can send data out · 0
- No findings
Anlyon alternative
1 of these tools change something. Run those as governed actions.
Declare what an action changes, and Anlyon puts it under a shared limit, binds every approval to the exact request, and grades the outcome. It works on any HTTPS API you can describe as an action.
Anlyon does not run, proxy or govern this MCP server. A tool your own code calls directly is not routed through Anlyon and is not governed by it.
Import an OpenAPI spec →Tools
Grouped by what each tool does, most consequential first. Open one for its reasons and full description; descriptions are the publisher's own words.
6 tools
Changes things 1Claude Code: ask
lookup_dtcDecode an OBD-II diagnostic trouble code (e.g.No findings
Why it is in this group
- The name "lookup_dtc" says "lookup": a word for reading.
- The input takes a statement or command to run (input.code), which can change anything it can reach.
Description, as the server wrote it Decode an OBD-II diagnostic trouble code (e.g. P0300): meaning, severity, category.
Only reads 5Show 5 read-only tools
find_vehicleLook up vehicles by make (and optional model) to discover exact model/engine slugs used by the other tools.No findings
Why it is in this group
- The name "find_vehicle" says "find": a word for reading.
Description, as the server wrote it 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_battery_specsOE battery data for a specific vehicle: BCI group, chemistry (AGM/EFB), CCA, dimensions, terminals, cross-reference part numbers.No findings
Why it is in this group
- The name "get_battery_specs" says "get": a word for reading.
Description, as the server wrote it OE battery data for a specific vehicle: BCI group, chemistry (AGM/EFB), CCA, dimensions, terminals, cross-reference part numbers.
get_fluid_specsFluid types, capacities, and change intervals (oil, coolant, trans, brake, etc.) for a specific vehicle.No findings
Why it is in this group
- The name "get_fluid_specs" says "get": a word for reading.
Description, as the server wrote it Fluid types, capacities, and change intervals (oil, coolant, trans, brake, etc.) for a specific vehicle. Pass "search" for one system (e.g. "coolant").
get_labor_timesRepair labor-time estimates (book hours) for a specific vehicle.No findings
Why it is in this group
- The name "get_labor_times" says "get": a word for reading.
Description, as the server wrote it Repair labor-time estimates (book hours) for a specific vehicle. 550+ jobs per vehicle; pass "search" to filter (e.g. "water pump").
get_torque_specsTorque specifications (Nm / lb-ft) for fasteners on a specific vehicle, grouped by repair job.No findings
Why it is in this group
- The name "get_torque_specs" says "get": a word for reading.
Description, as the server wrote it Torque specifications (Nm / lb-ft) for fasteners on a specific vehicle, grouped by repair job. Pass "search" to filter (e.g. "caliper").
This is not a safety rating, and no finding is not a safety guarantee. The groups and findings come from fixed checks of the tool definitions the server returned on the date shown, not from its code or what it does when called. How the checks work.
Exfil surface
Which tools read private data, which read text someone else can write, and which can send data out. One of each is a path a prompt injection can use.
No private-data, untrusted-input, outbound path in this server alone: no tool is tagged private-data or untrusted-input or outbound.
- Reads private data0
- Reads files, mail, messages, databases, secrets, calendars or repositories.
- Reads text others write0
- Brings in text someone else can write: web pages, inbound email, messages, issues and comments.
- Can send data out0
- Can carry data to people or systems: it sends, posts or publishes, or takes a recipient, channel or URL.
Other servers in the same agent add their own tools to these paths. Audit your whole setup to see them together.
Findings
Matches of fixed checks, with the text they matched.
No check matched anything in these tool definitions. That is not a safety guarantee.
History
Changes to its tool definitions and to its remote endpoint, newest first.
No change seen yet. Its tools are rescanned every day, and a remote endpoint is looked at once a week.
Install
Pinned to version 1.0.0. Values in angle brackets are yours to fill in.
claude mcp add --transport http auto-repair https://openlaborproject.com/api/mcp --header 'X-API-Key: <your-x-api-key>'claude mcp add --transport http auto-repair https://openlaborproject.com/api/mcp --header 'X-API-Key: <your-x-api-key>'Run in a terminal.
Claude Code permissions
Allow the reads, ask before a change or a way out, deny the deletes. Paste into .claude/settings.json.
{
"permissions": {
"allow": [
"mcp__auto-repair__find_vehicle",
"mcp__auto-repair__get_labor_times",
"mcp__auto-repair__get_torque_specs",
"mcp__auto-repair__get_fluid_specs",
"mcp__auto-repair__get_battery_specs"
],
"ask": [
"mcp__auto-repair__lookup_dtc"
],
"deny": []
}
}Tools that only read are allowed, tools that change things ask first, tools that delete or cancel are denied. A read that can send data out (it takes a URL, say) asks first too. It assumes the server is installed as auto-repair. Review it before you use it.
Pin
Keep the decision: fail CI when the tools change, follow every change, or show a badge.
Pin in CI
Fail a build when the tools you reviewed are not the tools the server serves today.
curl -s "https://anlyon.dev/api/v1/servers/com.openlaborproject/auto-repair/verify?hash=80d58ab6d095d1f4679cd5f0b957712040260ef493b32781b678264830891861" | jq -e '.changed == false'Pinned hash 80d58ab6d095, from Oct 31, 2026, 04:18 UTC.
Watch
Get told when its tools change: a new tool, a new description, a new class.
https://anlyon.dev/servers/com.openlaborproject/auto-repair/changes.xmlAn Atom feed. Works in any feed reader or Slack's RSS app.
Badge
[](https://anlyon.dev/servers/com.openlaborproject/auto-repair)Source: MCP Registry. Synced Oct 31, 2026, 04:17 UTC.