Labsco
MCP SERVER

Formula 1 MCP Server

by Darakhsh1999

Formula 1 standings, session results and fastest-lap telemetry, from FastF1 and the OpenF1 API.

Sports, Fantasy & Esports Data
Summary
Goes past the results table into the telemetry.

Standings and calendars are easy to find anywhere; the part that is hard to get elsewhere is the fastest-lap plot — speed, gear and cornering G-forces off FastF1 — turning "who was quicker through sector two" into something with a chart behind it. And because it is hosted over SSE, adding it costs one URL.

What it is

A Formula 1 data server built on Gradio, drawing on the FastF1 library for historical data and the OpenF1 API for recent and live data. It is reachable as a hosted SSE endpoint, and the same app doubles as a web interface you can click through.

What you get
  • Driver and constructor championship standings for any season from 1950 to the present
  • Session results for practice, qualifying and the race
  • Event information for any Grand Prix, including schedule and circuit detail
  • The season calendar for a given year
  • Fastest-lap plots showing speed, gear changes and cornering G-forces
  • Driver and constructor background and statistics
  • A direct route to the OpenF1 API for custom requests and raw JSON
Requirements

Nothing to install if you use the hosted endpoint: point an SSE-capable client at https://agents-mcp-hackathon-f1-mcp-server.hf.space/gradio_api/mcp/sse. Claude Desktop needs Node.js and the `mcp-remote` bridge with `--transport sse-only`. No account and no key. Version 0.1.0.

Setup effort

One command — npx mcp-remote https://agents-mcp-hackathon-f1-mcp-server.hf.space/gradio_api/mcp/sse --transport sse-only