F1 Analytics MCP

What it does

Connects AI models to a vast repository of Formula 1 data powered by FastF1 and the Ergast API. It allows users to perform professional-grade race analysis, telemetry comparisons, and strategic simulations using natural language queries.

Tools

• Session Analysis: Get race results, weather conditions, and circuit details.
• Telemetry Traces: Analyze speed, throttle, brake, and gear shifts for specific corners.
• Strategy Intelligence: Analyze tyre degradation, pit windows, and undercut/overcut probabilities.
• Predictive AI: Predict race winners, overtake probabilities, and safety car likelihood.
• Driver Stats: Compare driver standings, consistency scores, and aggression indices.

Installation

Install via pip: pip install f1-mcp

Add to claude_desktop_config.json:

{
  "mcpServers": {
    "f1": {
      "command": "f1-mcp"
    }
  }
}

Supported hosts

• Claude Desktop
• Claude Code