English Français العربية

com.vincario/vehicle-data

Official registry AI and agents

Vehicle data for AI: VIN decoder, automotive specs, stolen checks, valuation and way more.

Source code Documentation

Install

Add this to your client's MCP configuration (Claude Desktop: claude_desktop_config.json; Cursor: .cursor/mcp.json; VS Code and others use the same "mcpServers" shape).

Remote (streamable-http)
Claude Code 
claude mcp add --transport http vehicle-data 'https://mcp.vincario.com/mcp'
JSON configuration (Claude Desktop, Cursor, VS Code) 
{
    "mcpServers": {
        "vehicle-data": {
            "type": "http",
            "url": "https://mcp.vincario.com/mcp"
        }
    }
}

Documentation

From the project's README on GitHub, refreshed weekly. Links open on GitHub.

Contents
  1. Vincario MCP Server
  2. Tools
  3. Requirements
  4. Running with Docker
  5. Running locally
  6. Connecting to an MCP client
  7. Example usage
  8. Transport
  9. License

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_decodeDecode a VIN and return detailed vehicle information
vin_decode_infoList available fields for a given VIN (free endpoint)
stolen_checkCheck if a VIN appears in stolen vehicle databases
vehicle_market_valueGet 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

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 claude_desktop_config.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 com.vincario/vehicle-data?

Vehicle data for AI: VIN decoder, automotive specs, stolen checks, valuation and way more.

How do I install com.vincario/vehicle-data?

It runs as a remote server. In Claude Code: claude mcp add --transport http vehicle-data 'https://mcp.vincario.com/mcp'. For other clients, paste the JSON configuration from this page into their MCP settings.

Does com.vincario/vehicle-data need an API key?

Its registry entry lists no required key or secret. Some features may still need an account with the service it connects to.

Is com.vincario/vehicle-data open source?

Its code is public on GitHub, but the repository does not declare a standard license.

Who maintains com.vincario/vehicle-data?

It is published by vincario. AI.tn lists it but does not maintain or endorse it.

From the official MCP Registry. Listing is not an endorsement: review a server's code and permissions before giving it access to your data.