Optimized Memory MCP Server V2

# Enhanced MCP Server Implementation Tasks ## Phase 1: Project Setup [Priority: High] ### Environment Setup [✓] - [x] Create initial project structure following README.md layout - [x] Set up Python virtual environment with Python 3.13.1 - [x] Install and configure development dependencies - [x] Configure linting and formatting tools (pylint, black, mypy) ### Database Setup [✓] - [x] Create database initialization script (src/db/init_db.py) - [x] Implement database connection handling (src/db/connection.py) - [x] Define SQLAlchemy models for core tables (src/db/models/) - [x] Create database migration system ## Phase 2: Core Implementation [Priority: High] ### Base Server Implementation [✓] - [x] Create FastMCP server initialization (src/server.py) - [x] Implement environment configuration (src/config.py) - [x] Set up logging configuration (src/utils/logging.py) - [x] Create basic error handling (src/utils/errors.py) ### Database Models [✓] - [x] Implement Entities model (src/db/models/entities.py) - [x] Implement Relationships model (src/db/models/relationships.py) - [x] Implement Observations model (src/db/models/observations.py) - [x] Create base model utilities (src/db/models/base.py) ### IaC Models [✓] - [x] Implement Provider Resources model (src/db/models/providers.py) - [x] Implement Resource Arguments model (src/db/models/arguments.py) - [x] Implement Ansible Collections model (src/db/models/ansible.py) - [x] Implement Module Parameters model (src/db/models/parameters.py) ## Phase 3: API Implementation [Priority: Medium] ### Core Memory API [✓] - [x] Create entity management endpoints (src/api/entities.py) - [x] Create relationship management endpoints (src/api/relationships.py) - [x] Create observation management endpoints (src/api/observations.py) - [x] Implement context retrieval endpoints (src/api/context.py) ### IaC-Specific API [✓] - [x] Create provider resource endpoints (src/api/providers.py) - [x] Create ansible module endpoints (src/api/ansible.py) - [x] Implement version tracking endpoints (src/api/versions.py) - [x] Create schema validation endpoints (src/api/validation.py) ### Query API [✓] - [x] Implement search functionality (src/api/search.py) - [x] Create compatibility checking endpoints (src/api/compatibility.py) - [x] Implement version analysis endpoints (src/api/analysis.py) - [x] Create deprecation warning system (src/api/deprecation.py) ## Phase 4: Testing [Priority: High] ### Unit Tests [✓] - [x] Create database operation tests (tests/db/) - [x] Create API endpoint tests (tests/api/) - [x] Create model validation tests (tests/models/) - [x] Implement utility function tests (tests/utils/) ### Integration Tests [✓] - [x] Create end-to-end API tests (tests/integration/) - [x] Implement Claude Desktop compatibility tests (tests/claude/) - [x] Create database integration tests (tests/db_integration/) - [x] Implement error scenario tests (tests/error_scenarios/) ## Phase 5: Documentation [Priority: Medium] ### Code Documentation [✓] - [x] Add docstrings to all modules - [x] Create API documentation - [x] Document database schema - [x] Create usage examples ### User Documentation [✓] - [x] Update installation instructions - [x] Create configuration guide - [x] Write troubleshooting guide - [x] Document API endpoints ## Phase 6: Optimization [Priority: Low] ### Performance [✓] - [x] Optimize database queries - [x] Implement connection pooling - [x] Add query result caching - [x] Optimize memory usage ### Security [✓] - [x] Implement input validation - [x] Add error sanitization - [x] Create secure defaults - [x] Add rate limiting Dependencies: - Phase 1 must be completed before starting Phase 2 - Database models must be completed before API implementation - Core API must be completed before IaC-specific API - All implementation must be completed before final testing - Documentation should be updated alongside implementation - Optimization should only begin after core functionality is stable Note: Each implementation file must stay under 250 lines of code. Split functionality into multiple files if needed.