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Vehicle Data logo
Health: ActiveRecent health check succeeded.Last checked 9/22/2026, 6:16:31 AM

Vehicle Data

User RatingsBe the first to rate and review this MCP server! Enrichment pendingWe haven’t run our AI enrichment pass on this listing yet, so the overview, use cases, and FAQ below may be sparse or missing. We work through the catalog over time β€” check back soon.
View Repository2 GitHub StarsTotal stargazers on GitHub for the source repository (2 stars).Visit Website

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

Quick Install

Automated & IDE Setup

Copy the AI prompt to install this server into Claude Code, Cursor, or another agent β€” or use 1-click editor setup below.

Add to CursorAdd to VS Code
Manual Client & Custom JSON ConfigExpand JSON β–Ύ

Client Config & Setup

Remote HTTP
Choose your client or environment
Target File:~/Library/Application Support/Claude/claude_desktop_config.json
claude_desktop_config.json
{
  "mcpServers": {
    "vehicle-data": {
      "url": "https://mcp.vincario.com/mcp"
    }
  }
}

πŸ’‘ Paste the JSON block into your client's configuration file under mcpServers, then restart the application.

Install Tool Schemas (4) Directory Badge Claim listing AlternativesπŸ’» More in Developer Tools

Capabilities & Tool Schemas (4) ~68 tokensApproximate context cost of this server’s tool schemas (~4 chars/token), before any tool is called. Actual usage depends on your client and model.Self-reported Self-reportedParsed from the repository README, not verified against a live server β€” may be incomplete or out of date.

Inspect callable tools, capabilities, and parameters exposed to AI agents by Vehicle Data.

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)

Documentation Overview

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 β€” passed via X-API-Key HTTP header
  • Docker (recommended), or Python 3.11+ with uv

Running with Docker

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

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

Running locally

Terminal
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):

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 β€” the application itself runs on plain HTTP port 8080.

License

See Vincario API Terms of Service for usage terms.

Read the full README β†’View source on GitHub β†’

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Adoption & maintenance

Factual signals from GitHub, npm, and our automated checks β€” not a rating.

GitHub stars
2
Stargazers on the source repository.
Last commit
5mo ago
Most recent push to the default branch.
Tools exposed
4
Callable tools this server registers over MCP.

Reviews

No reviews yet β€” be the first to share how this listing worked for you.

Frequently Asked Questions about Vehicle Data

vehicle-data is a hosted MCP server. Add it as a remote server in your client's config: "mcpServers": { "vehicle-data": { "url": "https://mcp.vincario.com/mcp" } }

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Technical Specs & Signals

CategoryπŸ’»Developer Tools
More technical detailsExpand β–Ύ
TransportSSE (Remote)
Last updatedApr 9, 2026
11/11 checks healthy over the last 42d
Views0
Unique ViewsTotal visits recorded for this listing page on AllMCPs.
Installs0
Installs & Copy ActionsTotal times users copied install commands or configuration snippets for this server.
GitHub stars2
GitHub Star CountTotal stargazers on GitHub representing community popularity (2 stars).
Last commit5mo ago
Last Repository CommitThe most recent commit or push recorded for this server's GitHub repository.Last commit on Apr 9, 2026
48Quality signal: Fair Β· 48/100How this signal is calculated β–Ύ
Server availabilityNot measured

Not scored for repo-hosted servers β€” we can't reach the running server, only its GitHub page. Hosted MCP endpoints are health-checked live.

Verified ownership10/20
Documentation & tools24/30
Adoption & activity2/15
Community engagement0/10

A guidance signal from public completeness & health data β€” not a user rating. New listings start lower and rise as they add docs, get verified, and grow adoption. Signals we can't observe for a listing are skipped, not counted against it.

Supply-chain signal

No high-severity advisories surfaced by our automated scan.

Critical 0High 0Medium 3Low 4

Scanned 23d ago via OSV.dev Β· https://mcp.vincario.com/mcp (PyPI)

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