FastF1 MCP Server

Example Use Cases

• 1

  Load and analyze Formula 1 race sessions from 2018 onwards.

• 2

  Answer natural language questions about race results, telemetry, pit stops, and strategy.

• 3

  A local, credential-free source of detailed F1 data without relying on hosted APIs.

Description

fastf1-mcp allows users to load any F1 session locally and query detailed telemetry, timing, and strategy data in natural language. It supports multiple session types and exposes 17 specialized tools for comprehensive race analysis without requiring API keys or internet access after initial data caching. This enables AI agents to answer complex F1 questions with accurate, structured data while running entirely on the user's machine.