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Vincario

MCP-vincario

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Vincario Vehicle Data

2 stars PythonOthers Updated Aug 27, 2026

Documentation

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

ToolDescription
`vin_decode`Decode a VIN and return detailed vehicle information
`vin_decode_info`List available fields for a given VIN (free endpoint)
`stolen_check`Check if a VIN appears in stolen vehicle databases
`vehicle_market_value`Get market valuation for a vehicle (supports odometer input)

Requirements

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

Running with Docker

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

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

Running locally

bash
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:

code
X-API-Key: your_api_key_here

Claude Code

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

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.

Frequently asked questions

What is MCP-vincario?

MCP-vincario is Vincario Vehicle Data

How do I install MCP-vincario?

Open the GitHub repository and follow its README. Most MCP servers are added to your client's MCP config, then called by your agent.

Is MCP-vincario open source?

Yes — it is hosted on GitHub at https://github.com/Vincario/MCP-vincario and has 2 stars.

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