@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.
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*For individual task details, see the archived task summaries in `docs/archive/refactoring/`*