F1InsightsHub for AI assistants

Connect Claude, ChatGPT or any MCP client to F1InsightsHub and ask for lap, pace and telemetry analysis in plain language. The assistant gets the same processed data and charts as the website's Analysis tab.

https://mcp.f1insightshub.com/mcp

Add it to Claude

Open Settings → Connectors → Add custom connector.
Paste the URL above. No authentication is needed.

Add it to ChatGPT

Settings → Apps & Connectors → Advanced → turn on Developer mode.
Create a connector, paste the URL above and choose "No authentication".

Try asking

"Using F1InsightsHub, compare George Russell's and Max Verstappen's fastest qualifying laps at the 2026 Azerbaijan Grand Prix. Where is each driver stronger?"

Tools

`find_sessions`	Seasons, weekends and sessions → session keys
`list_drivers`	Drivers in a session
`get_laps`	Lap and sector times, tyres, stints, fastest laps, lap-time chart
`compare_telemetry`	Distance-aligned telemetry comparison: corner breakdown, channels, CSV, charts
`get_telemetry_insights`	Model-based strengths, weaknesses and time-gain opportunities per lap
`get_race_pace`	Average and robust race pace per driver, chart
`get_lap_distribution`	Sorted-laps percentile distribution per driver, chart
`get_intervals`	Gap to leader and position per lap, chart
`get_session_summary`	Best laps, theoretical bests, consistency, team estimates

For developers

Streamable HTTP, stateless, JSON responses. Machine-readable overview: /llms.txt.