MCP F1data MCP Server

A Model Context Protocol (MCP) server for interacting with F1Data through LLM interfaces like Claude. **You will need to have Claude installed on

Local serverstdioPython

What is the MCP F1data MCP server?

MCP F1data MCP server is a locally run integration for AI assistants that speak the Model Context Protocol. A Model Context Protocol (MCP) server for interacting with F1Data through LLM interfaces like Claude. You will need to have Claude installed on your system to continue..

What the assistant can call

Once MCP F1data is connected, these are the calls the assistant has available:

  • circuit — constructor
  • driver — grand prix
  • manufacturer — race
  • Data — The original data has been: - Imported and structured into a PostgreSQL database - Exposed through a custom MCP - Optimized for efficient querying

Setting it up

mcp-f1data on PyPI is all you need. Most clients run it directly, so configuration is a few lines and a restart.

Configuration and credentials

The requirementes used to build this MCP server are: - fastf1 - pandas - fastmcp - websockets - mcp - pydantic - fastapi

Choosing this one

Among the database access options, the useful question is rarely "what can it do" but "what does it cost you to run" — permissions, credentials, and how much of your context its toolset consumes. MCP F1data's toolset — circuit, driver, manufacturer and 1 more — is a fair guide to whether it matches your workflow. It is maintained by Maxbleu; worth a glance at recent repository activity before you build anything load-bearing on it.

SyncDev reviews every entry in this directory against the project's own documentation before publishing, and revisits them as servers change.

Before you rely on it

  • It runs with your machine's permissions. That is convenient and also the reason to think about what you point it at before you approve a tool call.
  • MCP clients confirm each tool call by default. Leave that on until you have watched what the mcp f1data mcp server does with a few real requests.

Available tools

ToolWhat it does
circuitconstructor
drivergrand prix
manufacturerrace
DataThe original data has been: - Imported and structured into a PostgreSQL database - Exposed through a custom MCP - Optimized for efficient querying

How to install the MCP F1data MCP server

{
  "mcpServers": {
    "f1data": {
      "command": "uvx",
      "args": ["mcp-f1data"]
    }
  }
}

Add to claude_desktop_config.json, then restart Claude Desktop.

Configuration

The requirementes used to build this MCP server are: - fastf1 - pandas - fastmcp - websockets - mcp - pydantic - fastapi

Example prompts to try

  • Use MCP F1data to circuit.
  • Use MCP F1data to driver.
  • Use MCP F1data to manufacturer.

Frequently asked questions

It connects MCP F1data to MCP-compatible AI assistants such as Claude and Cursor, exposing 4 tools (circuit, driver, manufacturer, and more) that the assistant can call on your behalf. Instead of copying data back and forth by hand, the assistant works with MCP F1data directly.