이것은 FirstCycling에서 전문적인 사이클 데이터를 제공하는 모델 Context Protocol (MCP) 서버입니다. 그것은 당신이 전문 사이클리스트에 대한 포괄적 인 정보를 검색 할 수 있습니다, 인종 결과, 인종 세부 사항, 및 역사적인 순환 데이터.

특징

이 MCP 서버는 전문 사이클링 데이터에 대한 풍부한 액세스를 제공합니다.

• 전문 사이클리스트에 대한 정보 찾기
• Retrieving 레이스 결과 및 세부 정보
• 탐험 역사 경주 자료
• 분석 라이더 성능 및 경력 진행
• 사이클링 팀 및 경쟁에 대한 액세스 정보

Real-World 사용 사례

이 MCP 서버로 Claude를 사용할 수 있습니다.

라이더 분석

• Performance Tracking: “Tadej Pogačar는 몇 년 동안 투어 드 프랑스에서 수행되었습니까?”
• Career Progression: “Wout van Aert의 팀 역사와 경력 발전을 보여준다.”
• **특별화 분석 ** : “Mmathieu van der Poel의 기념물 고전에서 결과는 무엇입니까?” -Victory Analysis: “Johnas Vingegaard의 WorldTour victories를 나열합니다.”
• Historical comparison: “Jeanmož Roglič 및 Jonas Vingegaard의 Grand Tour 결과에 대해 설명합니다.”

레이스 연구

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