MCP.Market

Vehicle Data MCP server

online · 100% uptime
by vincario.com·com.vincario/vehicle-data·v1.0.0·2 stars
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Vehicle data for AI: VIN decoder, automotive specs, stolen checks, valuation and way more.

B83/100grade B
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Safety scan
B83/100

full report

Adoption
New

2 stars

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If you have run it, two minutes of your experience saves the next person an afternoon.

Vehicle Data tools (4)

write = sends, deletes, buys or posts
  • stolen_checkFree

    Check if a VIN appears in supported police/Vincario stolen databases.

  • vehicle_market_valueFree

    Vehicle Market Value for a VIN. Accepts query parameters: odometer (int), odometer_unit (str).Pass them via 'params' dictionary.

  • vin_decodeFree

    Decode a VIN and return detailed information about the vehicle.

  • vin_decode_infoFree

    List which fields are available for decoding a given VIN (free endpoint).

Public scan report

scanner v0.1.9 · 2026-09-27 · same rubric, same numbers if you re-run it

no findings
  • –Code scanremote-only server, no package to scann/a
  • Live reliabilityremote reachable in 1789ms20/20
  • Tool poisoning4 tool descriptions checked15/15
  • Auth qualityopen endpoint, read-only tools10/15
  • Maintenancelast push 172 days ago8/15
  • Maintainer identityregistry namespace matches repository owner; GitHub account older than a year9/10
Overall 83/100. Components that don't apply are left out of the denominator. Any critical finding is an F.RubricAppeal a findingJSON

How Vehicle Data compares

Against every graded MCP server, from our own scans and uptime checks. Updated after each scan run.

Safety score
83/100
higher than 65% of 48,255 servers
Tools
4
the typical server has 7
Tools that change things
0%
typical: 0%. Fewer write tools means less an agent can break
Uptime
100%
of our recent checks; the typical remote server answers 100%
Response time
680 ms
faster than 20% of 30,031 servers
GitHub stars
2
more than 75% of 28,688 servers

What its tools let an agent do: 4 read

Install Vehicle Data in Claude Code, Cursor or VS Code

claude mcp add --transport http vehicle-data https://mcp.vincario.com/mcp
Add to Cursor

What the publisher says

From the Vehicle Data repository's README, as published. We do not edit it. Read it on GitHub

Vincario MCP Server

An MCP (Model Context Protocol) server that exposes the Vincario API to AI agents and LLM clients. Enables AI assistants to decode VINs, check stolen vehicle databases, and retrieve market valuations through natural language.

Tools

Requirements

  • Vincario API key — passed via X-API-Key HTTP header
  • Docker (recommended), or Python 3.11+ with uv

Running with Docker

docker build -t vincario-mcp .
docker run -p 8080:8080 vincario-mcp

The server starts on http://localhost:8080.

Running locally

pip install uv
uv sync
uv run main.py

Connecting to an MCP client

Pass your Vincario API key as an HTTP header with each request:

X-API-Key: your_api_key_here

Claude Code

Add to your MCP config (.mcp.json or claudedesktopconfig.json):

{
  "mcpServers": {
    "vincario": {
      "type": "http",
      "url": "http://localhost:8080",
      "headers": {
        "X-API-Key": "your_api_key_here"
      }
    }
  }
}

Hosted endpoint

If connecting to the hosted server at https://mcp.vincario.com/mcp, replace the URL accordingly.

Example usage

Once connected, you can ask your AI assistant:

  • "Decode VIN WBAFR9C54BC780006"
  • "Is this vehicle stolen? VIN: WBAFR9C54BC780006"
  • "What is the market value of VIN WBAFR9C54BC780006 with 85000 km?"

Transport

The server uses streamable HTTP transport (stateless_http=True), which means no persistent session is required. Each request is independent, making it straightforward to deploy behind a reverse proxy or load balancer.

For HTTPS deployment, place a reverse proxy (nginx, Caddy, Cloudflare) in front of the server — the application itself runs on plain HTTP port 8080.

License

See Vincario API Terms of Service for usage terms.

Nothing above is checked by us. What we check is on the safety report.

Vehicle Data: common questions

Is Vehicle Data MCP server safe?
Mostly: it is graded B (83/100). Read the Vehicle Data safety report
How do I install Vehicle Data?
It runs remotely at mcp.vincario.com. Add it to Claude Code, Cursor, VS Code or Claude Desktop with the snippets above, or call it through the mcp.market gateway without installing anything.
Does Vehicle Data need an API key?
Not as far as the registry entry and our scan can tell: no credentials are declared or required.
Is Vehicle Data maintained?
The last commit was 209 days ago (2026-04-09). The latest release is v1.0.0.
Is Vehicle Data up?
100% of our last 28 checks got an answer. We check remote servers about four times a day.
How does Vehicle Data compare with other MCP servers?
safety score 83/100 (higher than 65% of 48,255 servers); tools 4 (the typical server has 7); tools that change things 0% (typical: 0%. Fewer write tools means less an agent can break). Full comparison.