MCP MAGMA Handbook Server

# MCP MAGMA Handbook Server - Smithery Submission ## Overview A comprehensive MCP server that provides AI assistants with intelligent access to MAGMA computational algebra system documentation through semantic search, code examples, and detailed explanations. ## Key Features ### 🔍 Semantic Search - Natural language queries across the entire MAGMA handbook - Category-based filtering (syntax, functions, algorithms, examples, theory) - Relevance-scored results with source attribution ### 📚 Code Examples - Curated examples categorized by complexity level - Mathematical topic-based retrieval - Clean, executable MAGMA code snippets ### 🧠 Code Explanation - Line-by-line analysis of MAGMA code - Function documentation lookup - Context-aware explanations ### 🎯 MAGMA-Specific Intelligence - Recognition of MAGMA syntax patterns - Mathematical context understanding - Computational algebra domain expertise ## Technical Architecture ### Vector Database - ChromaDB for efficient similarity search - OpenAI embeddings (text-embedding-3-small) - Optimized chunking for mathematical content ### Document Processing - PDF parsing with LangChain - Intelligent text segmentation - Automated content categorization ### MCP Integration - Full MCP SDK compliance - Streaming responses for large results - Error handling and validation ## Installation Requirements - Node.js 18+ - OpenAI API key - MAGMA handbook PDF ## Use Cases ### Research & Education - Mathematical research assistance - Student learning support - Algorithm implementation guidance ### Development Support - MAGMA code debugging - Function discovery - Syntax reference ### Documentation Navigation - Quick lookup of specific topics - Cross-referencing related concepts - Example-driven learning ## Quality Assurance ### Testing - Unit tests for core functionality - Integration tests for MCP compliance - Performance benchmarks ### Validation - Mathematical accuracy verification - Code example testing - Documentation consistency ## Deployment Ready ### NPM Package - Professional package structure - Comprehensive documentation - Development and production builds ### Configuration - Environment variable management - Flexible ChromaDB setup - Optional remote database support ## Target Audience - Mathematics researchers - Computer algebra system users - Students learning computational algebra - Developers working with MAGMA ## Competitive Advantages 1. **Domain Expertise**: Specialized for computational algebra 2. **Intelligent Processing**: Context-aware mathematical understanding 3. **Comprehensive Coverage**: Full handbook integration 4. **Easy Integration**: Standard MCP compliance 5. **Production Ready**: Robust error handling and testing ## Future Enhancements - Multi-language handbook support - Advanced mathematical notation recognition - Interactive code execution - Community example contributions ## License MIT License - Open source and freely available ## Repository Clean, well-documented codebase with: - TypeScript implementation - Comprehensive README - Usage examples - Development guidelines This MCP server represents a significant advancement in making computational algebra resources accessible to AI assistants, enabling more effective mathematical problem-solving and education.