F1-MCP-Server

stagsz/F1-MCP-Server

3.2

If you are the rightful owner of F1-MCP-Server and would like to certify it and/or have it hosted online, please leave a comment on the right or send an email to henry@mcphub.com.

The Advanced Formula 1 Data Analysis MCP Server provides Claude with cutting-edge analytics capabilities for Formula 1, including real-time telemetry, tire performance analysis, and race strategy simulation.

The Advanced Formula 1 Data Analysis MCP Server is a sophisticated tool designed to enhance Claude's capabilities in analyzing Formula 1 data. It offers real-time telemetry processing, tire degradation modeling, weather impact analysis, and Monte Carlo race strategy simulation. This server is equipped with 12 powerful analysis tools, including core analysis tools and live data tools for the 2025 season. It integrates advanced mathematical models, signal processing techniques, and weather modeling to provide comprehensive insights into race dynamics. The server supports a wide range of data sources and offers real-time telemetry during active F1 sessions, making it an invaluable resource for detailed race analysis and strategy optimization.

Features

  • Real-time telemetry processing with anomaly detection
  • Advanced tire performance analysis with degradation modeling
  • Monte Carlo race strategy simulation with probabilistic outcomes
  • Weather impact prediction using LSTM/CNN models
  • Driver performance analysis separating car vs. driver performance

Usages

usage with claude desktop

{
  "mcpServers": {
    "f1-mcp-server": {
      "command": "node",
      "args": ["path/to/F1-mcp-server/index.js"],
      "env": {
        "NODE_ENV": "production"
      }
    }
  }
}

usage with windows

{
  "mcpServers": {
    "f1-mcp-server": {
      "command": "node",
      "args": ["C:\\Users\\YourName\\F1-mcp-server\\index.js"]
    }
  }
}

usage with macos linux

{
  "mcpServers": {
    "f1-mcp-server": {
      "command": "node",
      "args": ["/home/username/F1-mcp-server/index.js"]
    }
  }
}

Tools

  1. get_session_data

    Get comprehensive F1 session data including telemetry, timing, and weather

  2. analyze_tire_performance

    Advanced tire performance analysis with degradation modeling and strategy insights

  3. analyze_lap_times

    Sophisticated lap time analysis with fuel correction and mini-sector breakdown

  4. predict_weather_impact

    Weather impact analysis and prediction for race strategy

  5. simulate_race_strategy

    Monte Carlo race strategy simulation with probabilistic outcomes