F1 Data Server

Access Formula 1 race data, telemetry, lap times, standings, and analytics powered by FastF1

Quick Install

Automated & IDE Setup

Copy the AI prompt to install this server into Claude Code, Cursor, or another agent — or use 1-click editor setup below.

Add to Cursor Add to VS Code

Manual Client & Custom JSON ConfigExpand JSON ▾

Client Config & Setup

Choose your client or environment

Target File:~/Library/Application Support/Claude/claude_desktop_config.json

claude_desktop_config.json

{
  "mcpServers": {
    "f1-data-server": {
      "command": "npx",
      "args": [
        "-y",
        "f1-data-server"
      ]
    }
  }
}

💡 Paste the JSON block into your client's configuration file under mcpServers, then restart the application.

Documentation Overview

F1 MCP Server

A Model Context Protocol (MCP) server that provides comprehensive Formula 1 data and analytics for Claude Desktop integration.

Features

This server exposes 36+ tools for accessing F1 data:

Race Data

Race results and classifications
Sprint race results
Qualifying progression (Q1, Q2, Q3)
Grid vs finish comparisons
DNF lists and retirement reasons

Telemetry & Analysis

Speed trace comparisons between drivers
Gear shift visualizations
Brake and throttle analysis
RPM and engine data
DRS usage patterns

Timing & Laps

Fastest lap data with sector times
Lap-by-lap timing
Deleted laps (track limits)
Lap consistency statistics
Personal best laps

Strategy

Tire compound analysis
Stint breakdowns
Pit stop data and fastest stops
Starting tire choices
Strategy comparisons

Standings & History

Driver championship standings
Constructor standings
Historical race winners
Track records

Live Data

Live session status
Real-time positions
Live lap times
Live telemetry
Current weather conditions

Other

Team radio links
Race control messages
Track status (flags, safety car)
Weather data
Circuit information

Installation

Prerequisites

Python 3.10 or higher
Claude Desktop

Setup

Clone this repository:

bash

git clone https://github.com/drivenrajat/f1.git
cd f1

Create a virtual environment:

bash

python -m venv venv
source venv/bin/activate  # On Windows: venv\Scripts\activate

Install dependencies:

Terminal

pip install -e .

Configure Claude Desktop

Add this server to your Claude Desktop MCP configuration (~/Library/Application Support/Claude/claude_desktop_config.json on macOS):

config.json

{
  "mcpServers": {
    "f1": {
      "command": "python",
      "args": ["/path/to/f1/f1_server.py"]
    }
  }
}

Or if using uv:

config.json

{
  "mcpServers": {
    "f1": {
      "command": "uv",
      "args": ["run", "--directory", "/path/to/f1", "python", "f1_server.py"]
    }
  }
}

Usage

Once configured, you can ask Claude questions like:

"Show me the 2024 F1 calendar"
"Get the race results from Monaco 2024"
"Compare telemetry between Verstappen and Norris at Silverstone qualifying"
"What was Hamilton's tire strategy at Spa?"
"Show me the current driver standings"
"Get the fastest pit stops from the Italian GP"

Data Sources

FastF1: Historical telemetry, lap times, and session data
Ergast API: Championship standings and historical results
OpenF1 API: Team radio recordings

Caching

The server automatically caches FastF1 data in a cache directory to improve performance on repeated queries.

License

MIT License - see LICENSE for details.

Contributing

Contributions are welcome! Please feel free to submit a Pull Request.

Read the full README →View source on GitHub →

Related MCP Servers

View all in Developer Tools View all alternatives

Reviews

No reviews yet — be the first to share how this listing worked for you.

Frequently Asked Questions about F1 Data Server

Add the following block to your claude_desktop_config.json under mcpServers: "mcpServers": { "f1-data-server": { "command": "npx", "args": ["-y", "F1 Data Server"] } }

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Technical Specs & Signals

CategoryDeveloper Tools

27Quality signal: Emerging · 27/100How this signal is calculated ▾

Server availabilityNot measured

Not scored for repo-hosted servers — we can't reach the running server, only its GitHub page. Hosted MCP endpoints are health-checked live.

Verified ownership8/20

Documentation & tools11/30

Adoption & activity1/15

Community engagement0/10

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More in 💻 Developer Tools →Best MCP servers for Developers →Alternatives to F1 Data Server →Install in Claude Desktop Install in Cursor Install in VS Code

F1 Data Server

Access Formula 1 race data, telemetry, lap times, standings, and analytics powered by FastF1

Quick Install

Automated & IDE Setup

Copy the AI prompt to install this server into Claude Code, Cursor, or another agent — or use 1-click editor setup below.

Add to Cursor Add to VS Code

Manual Client & Custom JSON ConfigExpand JSON ▾

Client Config & Setup

Choose your client or environment

Target File:~/Library/Application Support/Claude/claude_desktop_config.json

claude_desktop_config.json

{
  "mcpServers": {
    "f1-data-server": {
      "command": "npx",
      "args": [
        "-y",
        "f1-data-server"
      ]
    }
  }
}

💡 Paste the JSON block into your client's configuration file under mcpServers, then restart the application.

Documentation Overview

F1 MCP Server

A Model Context Protocol (MCP) server that provides comprehensive Formula 1 data and analytics for Claude Desktop integration.

Features

This server exposes 36+ tools for accessing F1 data:

Race Data

Race results and classifications
Sprint race results
Qualifying progression (Q1, Q2, Q3)
Grid vs finish comparisons
DNF lists and retirement reasons

Telemetry & Analysis

Speed trace comparisons between drivers
Gear shift visualizations
Brake and throttle analysis
RPM and engine data
DRS usage patterns

Timing & Laps

Fastest lap data with sector times
Lap-by-lap timing
Deleted laps (track limits)
Lap consistency statistics
Personal best laps

Strategy

Tire compound analysis
Stint breakdowns
Pit stop data and fastest stops
Starting tire choices
Strategy comparisons

Standings & History

Driver championship standings
Constructor standings
Historical race winners
Track records

Live Data

Live session status
Real-time positions
Live lap times
Live telemetry
Current weather conditions

Other

Team radio links
Race control messages
Track status (flags, safety car)
Weather data
Circuit information

Installation

Prerequisites

Python 3.10 or higher
Claude Desktop

Setup

Clone this repository:

bash

git clone https://github.com/drivenrajat/f1.git
cd f1

Create a virtual environment:

bash

python -m venv venv
source venv/bin/activate  # On Windows: venv\Scripts\activate

Install dependencies:

Terminal

pip install -e .

Configure Claude Desktop

Add this server to your Claude Desktop MCP configuration (~/Library/Application Support/Claude/claude_desktop_config.json on macOS):

config.json

{
  "mcpServers": {
    "f1": {
      "command": "python",
      "args": ["/path/to/f1/f1_server.py"]
    }
  }
}

Or if using uv:

config.json

{
  "mcpServers": {
    "f1": {
      "command": "uv",
      "args": ["run", "--directory", "/path/to/f1", "python", "f1_server.py"]
    }
  }
}

Usage

Once configured, you can ask Claude questions like:

"Show me the 2024 F1 calendar"
"Get the race results from Monaco 2024"
"Compare telemetry between Verstappen and Norris at Silverstone qualifying"
"What was Hamilton's tire strategy at Spa?"
"Show me the current driver standings"
"Get the fastest pit stops from the Italian GP"

Data Sources

FastF1: Historical telemetry, lap times, and session data
Ergast API: Championship standings and historical results
OpenF1 API: Team radio recordings

Caching

The server automatically caches FastF1 data in a cache directory to improve performance on repeated queries.

License

MIT License - see LICENSE for details.

Contributing

Contributions are welcome! Please feel free to submit a Pull Request.

Read the full README →View source on GitHub →

Related MCP Servers

View all in Developer Tools View all alternatives

Reviews

No reviews yet — be the first to share how this listing worked for you.

Frequently Asked Questions about F1 Data Server

Add the following block to your claude_desktop_config.json under mcpServers: "mcpServers": { "f1-data-server": { "command": "npx", "args": ["-y", "F1 Data Server"] } }

AllMCPs Directory Badge

Full Badge Customizer

Showcase your server listing on GitHub or your project documentation. Embed this dynamic SVG badge to highlight official listing status and live engagement.

Badge Style:

Live Dynamic SVG Preview

Markdown (GitHub README)

[![AllMCPs](https://allmcps.com/api/badge/f1-data-server?style=directory)](https://allmcps.com/mcp/f1-data-server)

HTML Embed

<a href="https://allmcps.com/mcp/f1-data-server"><img src="https://allmcps.com/api/badge/f1-data-server?style=directory" alt="F1 Data Server on AllMCPs" /></a>

Technical Specs & Signals

CategoryDeveloper Tools

27Quality signal: Emerging · 27/100How this signal is calculated ▾

Server availabilityNot measured

Not scored for repo-hosted servers — we can't reach the running server, only its GitHub page. Hosted MCP endpoints are health-checked live.

Verified ownership8/20

Documentation & tools11/30

Adoption & activity1/15

Community engagement0/10

★ Featured

AllMCPs Server

Explore Server →

Own this project?

Free dofollow backlink: add your website and place the AllMCPs badge on it — no claim needed. We detect it automatically and keep it verified as long as the badge stays live.

Claim & get free dofollow

Share & Embed

Add our SVG badge (dark/light directory styles) or embeddable widget to your site.

Explore more

More in 💻 Developer Tools →Best MCP servers for Developers →Alternatives to F1 Data Server →Install in Claude Desktop Install in Cursor Install in VS Code