Lol_Data_MCP_Server

# 🚧 PROJECT UNDER MAJOR RESTRUCTURE 🚧 **LoL Data MCP Server** is currently undergoing comprehensive restructuring and enhancement. This project will cover significantly more functionality than originally planned. ## 🔄 Current Status: Major Expansion in Progress This project is being actively restructured to become a comprehensive League of Legends data ecosystem that will include: ### 🎯 Planned Coverage Areas (Under Development) #### **Phase 1: Core Data Infrastructure** ⚡ - **Champion Data System**: Complete champion statistics, abilities, and patch history - **Item Data System**: Item statistics, build paths, and patch tracking - **Runes & Masteries**: Complete rune system integration - **Game Mechanics**: Damage calculations, scaling formulas, and interactions #### **Phase 2: Advanced Analytics** 📊 - **Meta Analysis**: Patch-by-patch meta evolution tracking - **Build Optimization**: AI-powered optimal builds for different scenarios - **Champion Synergies**: Advanced team composition analysis - **Performance Metrics**: Win rates, pick/ban statistics, and trend analysis #### **Phase 3: AI Integration** 🤖 - **Training Data Generation**: Structured datasets for machine learning - **Game State Recognition**: Real-time game state parsing and analysis - **Decision Support**: AI-powered recommendations for in-game decisions - **Simulation Environment**: Complete LoL simulation for AI training #### **Phase 4: Real-Time Services** ⚡ - **Live Match Data**: Real-time match tracking and analysis - **Player Analytics**: Individual player performance tracking - **Meta Predictions**: AI-powered meta shift predictions - **Community Integration**: Discord bots, web APIs, and mobile apps #### **Phase 5: Advanced Features** 🚀 - **Video Analysis**: Automatic highlight detection and analysis - **Voice Integration**: Voice-activated champion information and builds - **AR/VR Support**: Immersive data visualization for coaching - **Esports Analytics**: Professional match analysis and statistics ## 🛠️ Technical Scope Expansion ### **Data Sources Integration** - **League of Legends Wiki**: Primary source for comprehensive game data - **Riot Games API**: Official live data and statistics - **Community Platforms**: Reddit, Discord, and forums for meta insights - **Esports Platforms**: Professional match data and analytics - **Streaming Platforms**: Popular streamer builds and strategies ### **Technology Stack Enhancement** - **Backend**: FastAPI, WebSocket, async/await patterns - **Data Processing**: BeautifulSoup, Selenium, pandas, numpy - **AI/ML**: TensorFlow, PyTorch, scikit-learn for analytics - **Caching**: Redis for high-performance data caching - **Database**: PostgreSQL for structured data, MongoDB for flexible schemas - **API Integration**: RESTful APIs, GraphQL, WebSocket real-time updates ### **Integration Capabilities** - **IDE Integration**: Cursor, VS Code, JetBrains via MCP protocol - **Discord Bots**: Real-time champion information and builds - **Web Applications**: React/Vue frontends for data visualization - **Mobile Apps**: React Native for on-the-go access - **CLI Tools**: Command-line utilities for developers - **Game Overlays**: In-game information overlays ## 🎯 Project Timeline **Current Phase**: Core Infrastructure Development **Expected Completion**: Rolling releases with major milestones every 2-4 weeks **Full Feature Set**: Estimated 6-12 months for complete ecosystem ## 🔗 Related Projects This MCP server will serve as the data backbone for: - **LoL Simulation Environment**: AI training environments - **Taric AI Agent**: Specialized support champion AI - **Community Tools**: Discord bots, web apps, and mobile applications - **Research Projects**: Academic and professional esports analytics ## 📋 Development Status **✅ Currently Implemented:** - Basic MCP server infrastructure - Champion statistics scraping (with level-specific data) - Champion abilities extraction - Item patch history tracking - Real-time wiki data integration **🔄 Under Active Development:** - Advanced item data system - Comprehensive patch tracking - Enhanced data accuracy and validation - Performance optimization and caching **📋 Planned Features:** - Complete runes and masteries system - Build recommendation engine - Meta analysis and tracking - Real-time match integration - AI-powered insights and recommendations --- ⚡ **This project represents a significant expansion beyond the original scope and will become a comprehensive League of Legends data ecosystem serving multiple AI, analytics, and community applications.** 🚀 **Stay tuned for regular updates as we build the most comprehensive LoL data service available.**