F1Laps MCP

MCP serverDev tools

Read-only F1 game laps, telemetry, setups, leaderboard benchmarks, and progress.

Available today. Use it from your connected AI after setup.

Connect ahel once, and every AI you use reads what you have installed.

Then ask your AI: use F1Laps MCP

From the project's README

As published by f1laps/mcp in README.md.

F1Laps records and analyzes laps from the official F1 games. The F1Laps MCP connects a F1Laps account to ChatGPT, Claude, and other compatible assistants, so they can answer questions using the laps and sessions saved in that account.

The hosted server address is:

https://www.f1laps.com/mcp

The connection is read-only. It cannot edit or delete laps, sessions, seasons, or setups.

What you can ask

The F1Laps MCP can help an assistant:

  • Find recent, fastest, or telemetry-enabled laps.
  • Summarize best times and progress by track across supported F1 game years.
  • Compare a lap with a personal best, session best, selected lap, or the fastest eligible public leaderboard lap.
  • Review sector and driving-data differences when accessible telemetry is available.
  • Compare a saved setup with relevant community results and common setup ranges.
  • Estimate an AI difficulty from a lap time.

Example questions:

  • "Compare my latest Monaco lap with my personal best."
  • "Compare my fastest Silverstone lap with the fastest public leaderboard lap."
  • "Show my best time at each track and where I improved this month."
  • "Compare my setup with the community range for this track."

Connect the F1Laps MCP

Follow the F1Laps MCP connection guide for current ChatGPT and Claude steps.

In any compatible client:

  1. Add a custom MCP server or connector.
  2. Enter https://www.f1laps.com/mcp exactly, without a trailing slash.
  3. Sign in on the F1Laps screen.
  4. Review and approve read-only access.

You do not need a separate API key or client secret. Never paste your F1Laps password or an access token into an assistant.

Account access

Every registered F1Laps account can use lap and session summaries, progress statistics, community setups, and the AI Difficulty Calculator through the F1Laps MCP.

Detailed telemetry needs a Champion plan, an active Champion trial, or eligible legacy access. Summary and setup features remain available without detailed telemetry.

About this repository

This repository contains public distribution metadata and connection examples for the hosted F1Laps MCP server. The hosted service itself is not open source, and its code, configuration, and credentials are not published here.

The MIT license applies only to the files in this repository.

FilePurpose
server.jsonMetadata for the official MCP Registry
examples/Example questions and client configuration
CHANGELOG.mdPublic metadata versions
SECURITY.mdVulnerability-reporting guidance
PRIVACY.mdPrivacy summary and binding policy link

Links

Support email: contact@f1laps.com

Signals

Last commit
Aug 2026
Advanced
Delivery
mcp MCP server → your ahel gateway (mcp.ahel.ai) → every connected AI client.
Catalog kind
mcp-server
Gateway key
com-f1laps-mcp
Source
github.com/f1laps/mcp
Hosted endpoint
https://www.f1laps.com/mcp