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    Firstcycling Mcp

    This is a Model Context Protocol (MCP) server that provides professional cycling data from FirstCycling. It allows you to retrieve information about professional cyclists, race results, and more.

    16 stars
    Python
    Updated Oct 30, 2025

    Documentation

    MseeP.ai Security Assessment Badge

    FirstCycling MCP Server

    This is a Model Context Protocol (MCP) server that provides professional cycling data from FirstCycling. It allows you to retrieve comprehensive information about professional cyclists, race results, race details, and historical cycling data.

    Features

    This MCP server offers rich access to professional cycling data, providing tools for:

    • Finding information about professional cyclists
    • Retrieving race results and details
    • Exploring historical race data
    • Analyzing rider performance and career progression
    • Accessing information about cycling teams and competitions

    Real-World Use Cases

    With this MCP server, you can use Claude to:

    Rider Analysis

    • Performance Tracking: "How has Tadej Pogačar performed in the Tour de France over the years?"
    • Career Progression: "Show me the team history and career progression of Wout van Aert."
    • Specialization Analysis: "What are Mathieu van der Poel's results in Monument classics?"
    • Victory Analysis: "List all WorldTour victories for Jonas Vingegaard."
    • Historical Comparison: "Compare the Grand Tour results of Primož Roglič and Jonas Vingegaard."

    Race Research

    • Recent Results: "Show me the results of the 2023 Paris-Roubaix."
    • Historical Context: "Who are the youngest and oldest winners of the Tour of Flanders?"
    • Team Analysis: "Get the startlist for the 2023 Tour de France with detailed team information."
    • Race Statistics: "Show me the victory table for Liège-Bastogne-Liège. Who has won it the most times?"
    • Stage Information: "Can you show me the stage profiles for the 2023 Giro d'Italia?"

    Sports Journalism

    • "Create a detailed profile of Remco Evenepoel for a cycling magazine article."
    • "Write a preview for the upcoming Tour de France based on the recent results of top contenders like Tadej Pogačar and Jonas Vingegaard."
    • "Analyze the evolution of Tom Pidcock's career based on his race results and team history."

    Cycling Education

    • "Explain what makes the Monument classics special using data about their history and winners."
    • "Create an educational summary about Grand Tours and their significance in professional cycling."
    • "Describe the typical career progression of a professional cyclist using examples from the data."

    Requirements

    • Python 3.10 or higher
    • uv package manager (recommended)
    • Dependencies as listed in pyproject.toml, including:
    • mcp
    • beautifulsoup4
    • lxml
    • pandas
    • slumber
    • and other packages for web scraping and data processing

    Setup

    1. Clone this repository

    2. Create and activate a virtual environment:

    code
    uv venv
       source .venv/bin/activate  # On macOS/Linux
       # or
       .venv\Scripts\activate  # On Windows

    3. Install dependencies:

    code
    uv pip install -e .

    FirstCycling API

    This server uses the FirstCycling API, which has been integrated directly into the project. The API provides methods to fetch data from the FirstCycling website through web scraping.

    MCP Tools

    The server exposes the following tools through the Model Context Protocol:

    Rider Information

    ToolDescription
    get_rider_infoGet basic biographical information about a rider including nationality, birthdate, weight, height, and current team
    get_rider_best_resultsRetrieve a rider's best career results, sorted by importance
    get_rider_grand_tour_resultsGet a rider's results in Grand Tours (Tour de France, Giro d'Italia, Vuelta a España)
    get_rider_monument_resultsRetrieve a rider's results in cycling's Monument classics
    get_rider_team_and_rankingGet a rider's team history and UCI ranking evolution over time
    get_rider_race_historyRetrieve a rider's complete race participation history, optionally filtered by year
    get_rider_one_day_racesGet a rider's results in one-day races, optionally filtered by year
    get_rider_stage_racesGet a rider's results in multi-day stage races, optionally filtered by year
    get_rider_teamsRetrieve the complete team history of a rider throughout their career
    get_rider_victoriesGet a list of a rider's career victories, with optional filters for WorldTour or UCI races

    Race Information

    ToolDescription
    get_race_resultsRetrieve results for a specific race edition by race ID and year
    get_race_overviewGet general information about a race including history, records, and past winners
    get_race_stage_profilesRetrieve stage profiles and details for multi-stage races
    get_race_startlistGet the startlist for a specific race edition with detailed or basic team information
    get_race_victory_tableRetrieve the all-time victory table for a race showing riders with most wins
    get_race_year_by_yearGet year-by-year results for a race with optional classification filter
    get_race_youngest_oldest_winnersRetrieve information about the youngest and oldest winners of a race
    get_race_stage_victoriesGet information about stage victories in multi-stage races

    Search Tools

    ToolDescription
    search_riderSearch for riders by name, returning their IDs and basic information
    search_raceSearch for races by name, returning their IDs and basic information

    Usage

    Development Mode

    You can test the server with MCP Inspector by running:

    code
    uv run mcp dev firstcycling.py

    This will start the server and open the MCP Inspector in your browser, allowing you to test the available tools.

    Integration with Claude for Desktop

    To integrate this server with Claude for Desktop:

    1. Edit the Claude for Desktop config file, located at:

    • macOS: ~/Library/Application Support/Claude/claude_desktop_config.json
    • Windows: %APPDATA%\Claude\claude_desktop_config.json

    2. Add the server to your configuration:

    json
    {
         "mcpServers": {
           "firstcycling": {
             "command": "uv",
             "args": ["--directory", "/path/to/server/directory", "run", "firstcycling.py"]
           }
         }
       }

    3. Restart Claude for Desktop

    License

    MIT

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