Firstcycling Mcp Server

What is FirstCycling MCP?

FirstCycling MCP (Model Context Protocol) is a server that provides comprehensive data related to professional cycling. It serves as a valuable resource for retrieving information about professional cyclists, race results, and various cycling events. This protocol is designed to facilitate easy access to cycling data, making it an essential tool for enthusiasts, researchers, and developers interested in the cycling domain.

Features of FirstCycling MCP

• Comprehensive Data Access: Users can access a wide range of data including cyclist profiles, race results, and historical data.
• User-Friendly Interface: The server is designed to be intuitive, allowing users to easily navigate and retrieve the information they need.
• Real-Time Updates: The data provided is regularly updated to ensure accuracy and relevance, reflecting the latest events and statistics in the cycling world.
• Open Source: Being a public repository, it encourages collaboration and contributions from the community, enhancing the richness of the data available.
• Flexible Integration: The MCP can be integrated into various applications, making it a versatile tool for developers looking to incorporate cycling data into their projects.

How to Use FirstCycling MCP

1. Access the Repository: Visit the FirstCycling MCP GitHub page to explore the available resources and documentation.
2. Clone the Repository: Use Git to clone the repository to your local machine for development and testing.

   git clone https://github.com/r-huijts/firstcycling-mcp.git
   

3. Explore the API: Familiarize yourself with the API endpoints provided in the documentation to understand how to retrieve the data you need.
4. Integrate into Your Application: Use the data in your applications, whether for analysis, display, or further development.
5. Contribute: If you have improvements or additional data to share, consider contributing back to the repository.

Frequently Asked Questions

Q: What kind of data can I retrieve using FirstCycling MCP?

A: You can retrieve data about professional cyclists, race results, historical data, and more.

Q: Is FirstCycling MCP free to use?

A: Yes, it is an open-source project available for public use.

Q: How often is the data updated?

A: The data is updated regularly to ensure it reflects the most current information available in the cycling world.

Q: Can I contribute to the FirstCycling MCP project?

A: Absolutely! Contributions are welcome. You can fork the repository, make your changes, and submit a pull request.

Q: Is there documentation available for developers?

A: Yes, detailed documentation is provided in the repository to help developers understand how to use the MCP effectively.

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:

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

3. Install dependencies:

   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

| Tool | Description | ||-| | get_rider_info | Get basic biographical information about a rider including nationality, birthdate, weight, height, and current team | | get_rider_best_results | Retrieve a rider's best career results, sorted by importance | | get_rider_grand_tour_results | Get a rider's results in Grand Tours (Tour de France, Giro d'Italia, Vuelta a España) | | get_rider_monument_results | Retrieve a rider's results in cycling's Monument classics | | get_rider_team_and_ranking | Get a rider's team history and UCI ranking evolution over time | | get_rider_race_history | Retrieve a rider's complete race participation history, optionally filtered by year | | get_rider_one_day_races | Get a rider's results in one-day races, optionally filtered by year | | get_rider_stage_races | Get a rider's results in multi-day stage races, optionally filtered by year | | get_rider_teams | Retrieve the complete team history of a rider throughout their career | | get_rider_victories | Get a list of a rider's career victories, with optional filters for WorldTour or UCI races |

Race Information

| Tool | Description | ||-| | get_race_results | Retrieve results for a specific race edition by race ID and year | | get_race_overview | Get general information about a race including history, records, and past winners | | get_race_stage_profiles | Retrieve stage profiles and details for multi-stage races | | get_race_startlist | Get the startlist for a specific race edition with detailed or basic team information | | get_race_victory_table | Retrieve the all-time victory table for a race showing riders with most wins | | get_race_year_by_year | Get year-by-year results for a race with optional classification filter | | get_race_youngest_oldest_winners | Retrieve information about the youngest and oldest winners of a race | | get_race_stage_victories | Get information about stage victories in multi-stage races |

Search Tools

| Tool | Description | ||-| | search_rider | Search for riders by name, returning their IDs and basic information | | search_race | Search for races by name, returning their IDs and basic information |

Usage

Development Mode

You can test the server with MCP Inspector by running:

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:

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

3. Restart Claude for Desktop

License

MIT