mcpbeat

Vehicle Data MCP Server

com.vincario/vehicle-data
answering

Vehicle Data is answering right now. Last checked 11 min ago. It exposes 4 tools. Last commit 9 Apr 2026.

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

Uptime history 43 hours of history
43 hours agonow
100.0%
Uptime 24h
91 of 91 checks
4
Tools
read from the server
129 ms
Response time
average over 24h
1
Stars
last commit 9 Apr 2026

Connect this server

Endpoint below is the one we actually reach during checks — not the one copied from a README. Last verified 11 min ago.

run in your terminal
claude mcp add vehicle-data --transport http https://mcp.vincario.com/mcp
~/Library/Application Support/Claude/claude_desktop_config.json
{
  "mcpServers": {
    "vehicle-data": {
      "url": "https://mcp.vincario.com/mcp"
    }
  }
}
~/.codex/config.toml
[mcp_servers.vehicle-data]
url = "https://mcp.vincario.com/mcp"
.cursor/mcp.json
{
  "mcpServers": {
    "vehicle-data": {
      "url": "https://mcp.vincario.com/mcp"
    }
  }
}
.vscode/mcp.json
{
  "mcpServers": {
    "vehicle-data": {
      "url": "https://mcp.vincario.com/mcp"
    }
  }
}

This endpoint answered with an authorization challenge — the server is running, but you need an API key or OAuth to use it.

Available tools 4

Read directly from the server with tools/list, grouped by what they act on. If a tool disappears, we record the date.

vin
vin_decode
Decode a VIN and return detailed information about the vehicle.
vin_decode_info
List which fields are available for decoding a given VIN (free endpoint).
stolen
stolen_check
Check if a VIN appears in supported police/Vincario stolen databases.
vehicle
vehicle_market_value
Vehicle Market Value for a VIN. Accepts query parameters: odometer (int), odometer_unit (str).Pass them via 'params' dictionary.

Endpoints

URLTransportStateLatencyChecked
https://mcp.vincario.com/mcp streamable-http needs key 129 ms 11 min ago

Vehicle Data — questions

Answers built from our own checks of this server.

What can Vehicle Data do?
It exposes 4 tools, read directly from the server on our last check. Among them: stolen_check, vehicle_market_value, vin_decode, vin_decode_info. The full list with descriptions is on this page — we take it from the server itself via tools/list, not from a README. How MCP servers expose tools in the first place →
Is Vehicle Data working right now?
We send a real MCP handshake every 15 minutes. Over the last 24 hours 91 of 91 checks got a reply (100.0%), average response time 129 ms. The bar chart above shows every period we have measured.
How do I connect Vehicle Data?
Copy the ready config from this page — we generate it for Claude Code, Claude Desktop, Codex, Cursor and VS Code, each with the file path that client actually reads. It is a remote server, so there is nothing to install — the client connects to the address. You will need your own key or an OAuth login: it refuses anonymous clients.
Does Vehicle Data need an API key?
Yes. Every time we knock, Vehicle Data answers with an authorization challenge instead of its tool list — that is how we know it is running and gated rather than broken. Bring your own credentials and it will talk.
How fast is Vehicle Data?
It answers our handshake in 129 ms on average, which is faster than 78% of all working MCP servers we measure. That puts it in the quick quarter of the ecosystem. The comparison comes from our own checks across the whole registry, every 15 minutes.
Is Vehicle Data open source?
Yes — written in Python and 1 stars on GitHub. The source link is on this page, so you can read exactly what it does with your data before you connect it.