MCP.Market

Wheel Fitment API MCP server

by driveate·io.github.driveate/wheel-size-mcp·v0.7.1

Official MCP server for vehicle wheel and tire fitment data from wheel-size.com

A85/100grade A
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Safety scan
A85/100

full report

Adoption
Growing

0 stars27 downloads/wk

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

Wheel Fitment API tools (22)

write = sends, deletes, buys or posts

Read from the package source without running it. The installed server may list more.

  • ws_calculate_upsteps
  • ws_check_hf_tire_fitment_for_vehicle

    Check whether a high-flotation (LT) tire size fits a specific vehicle.

  • ws_check_rim_fitment_for_vehicle

    Check whether specific rims fit a specific vehicle (make + model, optionally year).

  • ws_check_tire_fitment_for_vehicle

    Check whether a specific tire size fits a specific vehicle (make + model, optionally year).

  • ws_find_tires_for_rim

    Find compatible tire sizes for a given rim specification.

  • ws_find_vehicle_modifications_for_package

    Drill down into individual trims for a generation from ws_find_vehicles_for_package.

  • ws_find_vehicle_modifications_for_rim

    Drill down into individual trims for a generation from ws_find_vehicles_for_rim.

  • ws_find_vehicle_modifications_for_tire

    Drill down into individual trims for a generation from ws_find_vehicles_for_tire.

  • ws_find_vehicles_for_package

    Find vehicles compatible with a rim + tire package.

  • ws_find_vehicles_for_rim

    Find vehicle generations compatible with a given rim via geometric backspace calculations.

  • ws_find_vehicles_for_tire

    Find vehicle generations that use a specific tire size.

  • ws_get_spec_metadata

    Get computed geometry, population stats, and hints for a wheel/tire spec.

  • ws_list_generations

    List generations for a make/model.

  • ws_list_makes

    List all vehicle manufacturers (makes).

  • ws_list_models

    List models for a given make.

  • ws_list_modifications
  • ws_list_regions

    List all market regions where vehicles are sold.

  • ws_list_years

    List available years, optionally filtered by make and model.

  • ws_search_by_hf_tire

    Find vehicles compatible with a high-flotation (LT) tire size.

  • ws_search_by_rim
  • ws_search_by_tire

    Find vehicles compatible with a given tire size (metric).

  • ws_search_by_vehicle

Public scan report

scanner v0.1.10 · 2026-10-02 · same rubric, same numbers if you re-run it

no findings
  • Code scan18 source files scanned25/25
  • –Live reliabilityno gateway calls yet and no remote to proben/a
  • –Tool poisoningtools not inspected (local package is not executed); not countedn/a
  • Auth qualitystatic API keys via environment variables6/15
  • Maintenancelast push 15 days ago15/15
  • Maintainer identityregistry namespace matches repository owner; GitHub account older than a year9/10
Overall 85/100. Components that don't apply are left out of the denominator. Any critical finding is an F.RubricAppeal a findingJSON

How Wheel Fitment API compares

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

Safety score
85/100
higher than 70% of 48,255 servers
Tools
22
the typical server has 7
Tools that change things
0%
typical: 0%. Fewer write tools means less an agent can break
Downloads a week
27
more than 14% of 12,191 servers with a package

What its tools let an agent do: 22 read

Release history: 2 versions in the registry since 2026-09-15, latest 2026-09-17, typically one every 2 days.

Install Wheel Fitment API in Claude Code, Cursor or VS Code

claude mcp add wheel-size-mcp -- uvx wheel-size-mcp
Add to Cursor

What the publisher says

From the Wheel Fitment API repository's README, as published. We do not edit it. Read it on GitHub

wheel-size-mcp

<!-- mcp-name: io.github.driveate/wheel-size-mcp -->

The official MCP server for the Wheel Fitment API — built and maintained by Wheel-Size.com, the API provider. Gives LLM agents access to vehicle wheel and tire compatibility data.

Ask your AI assistant things like:

  • "What are the OEM wheel specs for a 2024 Toyota Camry?"
  • "Which vehicles fit 5x114.3 18x8 ET35 rims?"
  • "Calculate plus-size options for 225/50R17 on 7Jx17 ET40"
  • "Generate a product card for this wheel showing all compatible vehicles"

Quick Start

1. Get an API key

Sign up at developer.wheel-size.com and copy your API key.

2. Set the API key in your shell

Add to your ~/.zshrc (or ~/.bashrc):

export WHEELSIZE_API_KEY="your-api-key-here"

Then reload your shell: source ~/.zshrc

3. Add to your AI client

Choose your client below — each config block is copy-paste ready.

Claude Code

claude mcp add wheel-size-api -- uvx wheel-size-mcp

Or add to .mcp.json in your project root:

{
  "mcpServers": {
    "wheel-size-api": {
      "command": "uvx",
      "args": ["wheel-size-mcp"],
      "env": {
        "WHEELSIZE_API_KEY": "${WHEELSIZE_API_KEY}"
      }
    }
  }
}

Claude Desktop

Add to claudedesktopconfig.json (~/Library/Application Support/Claude/claudedesktopconfig.json on macOS, %APPDATA%\Claude\claudedesktopconfig.json on Windows):

{
  "mcpServers": {
    "wheel-size-api": {
      "command": "uvx",
      "args": ["wheel-size-mcp"],
      "env": {
        "WHEELSIZE_API_KEY": "your-api-key-here"
      }
    }
  }
}

Cursor

Add to .cursor/mcp.json in your project root:

{
  "mcpServers": {
    "wheel-size-api": {
      "command": "uvx",
      "args": ["wheel-size-mcp"],
      "env": {
        "WHEELSIZE_API_KEY": "your-api-key-here"
      }
    }
  }
}

Windsurf

Add to ~/.codeium/windsurf/mcp_config.json:

{
  "mcpServers": {
    "wheel-size-api": {
      "command": "uvx",
      "args": ["wheel-size-mcp"],
      "env": {
        "WHEELSIZE_API_KEY": "your-api-key-here"
      }
    }
  }
}

Zed

Add to your Zed settings.json (Cmd+, → Open Settings):

{
  "context_servers": {
    "wheel-size-api": {
      "command": {
        "path": "uvx",
        "args": ["wheel-size-mcp"],
        "env": {
          "WHEELSIZE_API_KEY": "your-api-key-here"
        }
      }
    }
  }
}

4. Restart your client

The MCP server starts automatically when the client launches.

Remote Server (Streamable HTTP)

Besides stdio, the server can run as a standalone HTTP service — useful for hosting one shared instance instead of installing Python on every machine:

wheel-size-mcp --transport http --port 8000

The MCP endpoint is served at http://127.0.0.1:8000/mcp/. Point HTTP-capable clients at it:

{
  "mcpServers": {
    "wheel-size-api": {
      "url": "http://127.0.0.1:8000/mcp/"
    }
  }
}

Security: the server binds to 127.0.0.1 by default. The WHEELSIZEAPIKEY lives on the server side, so anyone who can reach the port consumes your API quota — expose it beyond localhost (--host 0.0.0.0) only behind a reverse proxy that handles authentication.

Available Tools (22)

Catalog — vehicle lookup

Search — fitment data

Shortened. The full README is on GitHub.

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

Wheel Fitment API: common questions

Is Wheel Fitment API MCP server safe?
Yes, by our scan: it is graded A (85/100). Read the Wheel Fitment API safety report
How do I install Wheel Fitment API?
It runs on your machine. Copy the Claude Code, Cursor, VS Code or Claude Desktop config from the install section.
Does Wheel Fitment API need an API key?
Yes. The registry entry asks for WHEELSIZE_API_KEY.
Is Wheel Fitment API maintained?
The last commit was 48 days ago (2026-09-17). The latest release is v0.7.1.
How does Wheel Fitment API compare with other MCP servers?
safety score 85/100 (higher than 70% of 48,255 servers); tools 22 (the typical server has 7); tools that change things 0% (typical: 0%. Fewer write tools means less an agent can break). Full comparison.