A Python toolkit for seamless access to live and historical Formula 1 data
F1 MCP server for Claude — 67 tools for telemetry, strategy, and 75 years of history. pip install f1pitwall[full] for plots.
ML score check: checking the validity of machine learning and computer vision scores
F1 team radio clips enriched with full race context — positions, gaps, tyres, events, overtakes
