Formula 1 analytics MCP server with 118+ tools powered by FastF1 and Ergast
Wellknown found it in public sources; nobody has proven control of it yet. Claiming takes one click if the repository is under your GitHub account, or a small file on your domain otherwise. Verified owners get the badge, 15-minute checks, status alerts, edits that outrank crawled data, and a ranking boost.
Agents can do it too: POST https://wellknown.network/api/v1/claims with {"agent":"mcp-f1","method":"well_known_file"} — machine-readable steps at claim.json, guide at /docs/claim.
Everything here was measured by our prober or read from a registry. Nothing is self-reported.
Attributed to the source that supplied each field. Treated as claims, not facts.
# F1 Analytics MCP Server [](https://opensource.org/licenses/MIT) [](https://www.python.org/downloads/) [](https://github.com/Luffy610/f1-mcp/actions/workflows/test.yml) [](https://pypi.org/project/f1-mcp/) [](https://github.com/Luffy610/f1-mcp/stargazers) [](https://github.com/Luffy610/f1-mcp/issues) [](https://github.com/Luffy610/f1-mcp/discussions) An MCP (Model Context Protocol) server providing **118+ Formula 1 analytics tools** powered by [FastF1](https://docs.fastf1.dev/) and the Ergast API. Connect it to Claude Desktop, Claude Code, or any MCP client to analyze races, compare drivers, explore telemetry, and simulate strategies using natural language. ## Features - **Session & Driver Info** — race results, standings, circuit details, driver metadata - **Lap & Sector Analysis** — lap times, sector deltas, consistency scores, clean lap filtering - **Telemetry** — speed/throttle/brake/gear/RPM traces, corner analysis, braking points - **Strategy Intelligence** — tyre degradation, pit windows, undercut/overcut analysis, strategy simulation - **Race Position** — overtakes, battles, gap evolution, position changes, lead changes - **Predictive AI** — race winner prediction, overtake probability, tyre cliff prediction, safety car probability - **Visualizations** — speed maps, race progression charts, tyre degradation plots, track dominance maps ## Quick Start ### pip install (recommended) ```bash pip install f1-mcp ``` Install from source: ```bash pip install git+https://gith…
Mapped onto the structured taxonomy from declared text and observed tool names. Confidence shown for derived entries.
Every source is kept verbatim. Field changes are logged as events.