Code Knowledge MCP Server

# Project Progress ## Completed 1. Initial Design - Memory bank architecture - Knowledge management - RAG-based retrieval - Update mechanisms 2. Embedding System - [x] Removed sentence-transformers dependency - [x] Simplified to Ollama-based embeddings - [x] Updated embedding implementation - [x] Streamlined dependencies 3. MCP SDK Integration - [x] Set up MCP SDK - [x] Created server structure - [x] Defined tool interfaces - [x] Implemented resource handlers ## In Progress 1. Integration Testing - [ ] MCP contract verification - [ ] Tool registration testing - [ ] Resource access testing - [ ] End-to-end workflow testing 2. Server Implementation - [ ] Contract compliance - [ ] Tool registration - [ ] Resource handling - [ ] Error management 3. Documentation - [ ] Update MCP integration guide - [ ] Document test setup - [ ] Server configuration guide - [ ] Testing documentation ## Upcoming 1. Test Implementation - Complete contract tests - Tool registration validation - Resource access verification - Error handling tests 2. System Integration - Server deployment - Configuration updates - Documentation refresh - Release preparation ## Known Issues 1. MCP contract tests incomplete 2. Tool registration needs verification 3. Resource access to be tested 4. Documentation needs updating 5. Test coverage to be expanded ## Future Improvements 1. Testing Enhancement - Additional contract scenarios - Edge case coverage - Performance testing - Load testing 2. Functionality Extension - Advanced tool features - Enhanced resource handling - Better error management - Team collaboration 3. User Experience - Simplified server setup - Better error handling - Clear documentation - Easy configuration ## Project Health - Architecture: Strong, well-planned - Implementation: Actively developing - SDK Integration: In progress - Testing: Focused on contracts - Documentation: Needs updating - Direction: Clear and focused ## Recent Wins 1. MCP SDK integration started 2. Server structure defined 3. Test infrastructure created 4. Contract tests begun 5. Clear testing focus ## Next Priorities 1. Complete MCP contract tests 2. Verify tool registration 3. Test resource access 4. Document integration 5. Prepare for release