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@debugmcp/mcp-debugger

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Run-time step-through debugging for LLM agents.

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# mcp-debugger Refactoring Summary > Consolidated summary of the architectural transformation from Python-specific to multi-language debugging platform ## Overview The mcp-debugger underwent a major architectural refactoring over 27+ tasks, transforming it from a Python-specific debugging tool into a multi-language debugging platform using the adapter pattern. This document consolidates all task summaries into a comprehensive overview. ## Refactoring Timeline ### Phase 1: Architecture Design (Tasks 1-2.1) - Designed adapter pattern architecture - Identified core vs language-specific responsibilities - Created IDebugAdapter interface specification ### Phase 2: Core Refactoring (Tasks 2.2-2.3) #### Task 2.2: Session Manager Refactoring - **Goal**: Decouple SessionManager from Python-specific logic - **Changes**: - Split SessionManager into modular components - Created SessionManagerCore (state/config) - Created SessionManagerData (data access) - Created SessionManagerOperations (debug operations) - **Result**: Clean separation of concerns, ready for adapter injection #### Task 2.3: MCP Tools Update - **Goal**: Update MCP tool definitions for multi-language support - **Changes**: - Added `executablePath` parameter (replacing `pythonPath`) - ~~Maintained backward compatibility~~ **UPDATE (2025-07-12)**: Backward compatibility removed - Updated tool schemas and documentation - **Result**: Language-agnostic API ~~with migration path~~ ### Phase 3: Adapter Implementation (Tasks 3.1-6) #### Task 3.1: Python Debug Adapter - **Goal**: Extract Python logic into adapter - **Changes**: - Created PythonDebugAdapter implementing IDebugAdapter - Moved Python-specific code from core - Implemented all 30+ interface methods - **Result**: First production adapter, Python support maintained #### Tasks 4.1-4.4: Test Infrastructure Migration - **Goal**: Migrate and fix test suite for new architecture - **Changes**: - Reorganized test structure (core/adapters/e2e) - Fixed 100+ import paths - Updated mocks for adapter pattern - Added mock adapter language support - **Result**: 808 tests passing, comprehensive coverage #### Tasks 5-6: Mock Adapter Implementation - **Goal**: Create reference adapter for testing - **Changes**: - Implemented complete MockDebugAdapter - Created mock adapter process - Added E2E test infrastructure - **Result**: Testable architecture without external dependencies ### Phase 4: Event System Refinement (Tasks 7-8) #### Task 7: Event Waiting Mechanism - **Goal**: Reliable event handling in tests - **Changes**: - Added waitForDapEvent utility - Improved event timing reliability - Fixed race conditions - **Result**: Stable E2E tests #### Task 8: Session Validation - **Goal**: Proper session lifecycle management - **Changes**: - Added session state validation - Improved terminated event handling - Fixed session cleanup - **Result**: Robust session management ### Phase 5: Test Suite Stabilization (Tasks 9-15) #### Tasks 9-10: Test Failure Analysis - **Goal**: Identify and fix remaining test failures - **Changes**: - Fixed MCP connection in E2E tests - Resolved mock adapter state issues - Improved error handling - **Result**: Reduced failures from 11 to 4 #### Tasks 11-15: Infrastructure Fixes - **Goal**: Clean up technical debt - **Changes**: - Fixed import paths (200+ files) - Updated mock infrastructure - Repaired test utilities - Fixed session validation - **Result**: Clean, maintainable test suite ### Phase 6: Code Quality (Tasks 16-19) #### Task 17: Test Infrastructure Repair - **Goal**: Fix remaining test infrastructure issues - **Changes**: - Consolidated test utilities - Fixed mock implementations - Improved type safety - **Result**: Reliable test foundation #### Task 18: Session Manager Test Fixes - **Goal**: Complete session manager test coverage - **Changes**: - Fixed edge case handling - Improved state management tests - Added comprehensive mocks - **Result**: 100% session manager coverage #### Tasks 19a-19c: Type Safety and Linting - **Goal**: Achieve production-quality code - **Changes**: - Added comprehensive type guards - Fixed all production ESLint errors (0 errors) - Improved cross-platform compatibility - Reduced codebase by 12K+ lines - **Result**: Type-safe, clean architecture ### Phase 7: Final Polish (Tasks 20-27) #### Tasks 24-27: Test Skip Removal - **Goal**: Enable all tests - **Changes**: - Fixed Python discovery tests - Resolved container path issues - Removed unnecessary skips - Fixed Docker test compatibility - **Result**: 834/838 tests passing (99.5% success rate) ## Architecture Achievements ### 1. Clean Adapter Pattern ```typescript // Before: Python-specific class SessionManager { private async spawnPythonDebugger() { } } // After: Language-agnostic class SessionManager { constructor(private adapterRegistry: IAdapterRegistry) {} private async spawnDebugAdapter(language: string) { const adapter = this.adapterRegistry.create(language); } } ``` ### 2. Comprehensive Interface - 30+ methods in IDebugAdapter - Complete lifecycle management - Environment validation - Feature detection - Error handling ### 3. Reference Implementations - **MockDebugAdapter**: Complete reference for new adapters - **PythonDebugAdapter**: Production example with debugpy - Both fully tested and documented ### 4. Robust Testing - 808 passing tests (99.5% success rate) - Unit, integration, and E2E coverage - Mock adapter enables testing without dependencies - Type safety throughout ## Code Quality Metrics ### Before Refactoring - Python-specific implementation - 585 ESLint issues - Limited test coverage - Tight coupling ### After Refactoring - Language-agnostic architecture - 0 production ESLint errors - 99.5% test success rate - 12K+ lines removed (cleaner code) - Complete type safety ## Migration Impact ### Backward Compatibility - ~~`pythonPath` parameter still works (deprecated)~~ **UPDATE (2025-07-12)**: Removed, use `executablePath` - All Python functionality preserved - ~~Smooth migration path to v1.0~~ **Breaking change**: Direct migration required ### New Capabilities - Support for multiple languages - Mock adapter for testing - Extensible architecture - Better error messages ## Lessons Learned ### 1. Incremental Refactoring Works Breaking the refactoring into 27+ focused tasks allowed: - Continuous validation - Manageable PR sizes - Easy rollback if needed - Clear progress tracking ### 2. Test Infrastructure is Critical Investing in test infrastructure early paid dividends: - Mock adapter caught many issues - E2E tests validated architecture - Type safety prevented regressions ### 3. Real-World Complexity Theory vs reality lessons: - State machines need flexibility - Path handling is always complex - DAP protocol has language-specific quirks - Event timing matters ### 4. Documentation Prevents "Cartoon" Code - Links to source code keep docs honest - Real examples beat abstractions - "Reality Check" sections highlight gotchas ## Future Opportunities ### 1. New Language Adapters The architecture is ready for: - Node.js debugging - Go debugging - Rust debugging - Any language with DAP support ### 2. Performance Optimizations - Adapter pooling - Lazy loading - Parallel initialization ### 3. Enhanced Features - Multi-session debugging - Remote debugging - Container debugging improvements ## Summary This refactoring successfully transformed mcp-debugger from a Python-specific tool into a true multi-language debugging platform. The adapter pattern provides clean separation of concerns, comprehensive testing ensures reliability, and backward compatibility protects existing users. Key achievements: - ✅ Clean adapter pattern architecture - ✅ 99.5% test success rate (834/838 tests) - ✅ 0 production ESLint errors - ✅ 12K+ lines of code removed - ✅ Complete type safety - ✅ ~~Backward compatibility maintained~~ **UPDATE**: Breaking change implemented - ✅ Ready for new language adapters The refactoring sets a solid foundation for the future of multi-language debugging with mcp-debugger. --- *For individual task details, see the archived task summaries in `docs/archive/refactoring/`*