firstcycling-mcp

[](https://mseep.ai/app/r-huijts-firstcycling-mcp) # 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](https://github.com/baronet2/FirstCyclingAPI), 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: ```json { "mcpServers": { "firstcycling": { "command": "uv", "args": ["--directory", "/path/to/server/directory", "run", "firstcycling.py"] } } } ``` 3. Restart Claude for Desktop ## License MIT