# ๐Ÿ“‹ Enhanced MCP Tools - TODO & Implementation Roadmap ## ๐ŸŽฏ **Project Status Overview** ### โœ… **COMPLETED - SACRED TRUST SAFETY FRAMEWORK** - **Package-level safety notices** with SACRED TRUST language โœ… - **Server-level LLM safety protocols** with specific refusal scenarios โœ… - **Tool-level destructive operation warnings** (๐Ÿ”ด DESTRUCTIVE markers) โœ… - **Visual safety system** (๐Ÿ”ด๐Ÿ›ก๏ธ๐Ÿšจ) throughout codebase โœ… - **Emergency logging infrastructure** with proper escalation โœ… - **Default-safe operations** (`dry_run=True` for destructive tools) โœ… - **Complete safety validation** - all SACRED_TRUST_SAFETY.md requirements met โœ… ### โœ… **COMPLETED - PROJECT INFRASTRUCTURE** - **Modern build system** (pyproject.toml + uv) โœ… - **Comprehensive documentation** (8 major guide files) โœ… - **Test suite** with enhanced coverage โœ… - **Examples and demos** โœ… - **Git repository** cleaned and committed โœ… ### โœ… **COMPLETED - FULLY IMPLEMENTED TOOLS** - **File Operations** (`file_operations.py`) - bulk_rename, file_backup, watch_files โœ… - **Archive Compression** (`archive_compression.py`) - create/extract/list archives โœ… - **Asciinema Integration** (`asciinema_integration.py`) - terminal recording โœ… - **Sneller Analytics** (`sneller_analytics.py`) - high-performance SQL analytics โœ… - **Intelligent Completion** (`intelligent_completion.py`) - tool recommendations โœ… --- ## ๐Ÿšจ **CRITICAL: 19 NotImplementedError Methods Found** **Status**: These tools are defined with proper safety frameworks but lack implementations. --- ## ๐Ÿ”ฅ **HIGH PRIORITY IMPLEMENTATIONS** (Immediate Business Value) ### **1. Git Integration (`git_integration.py`)** ```python โŒ git_commit_prepare() - Line 812 ``` - **Purpose**: Prepare git commit with AI-suggested messages - **Impact**: ๐Ÿ”ฅ High - Essential for git workflows - **Implementation**: Use git log/diff analysis to suggest commit messages - **Effort**: Medium (2-3 hours) ### **2. Advanced Search & Analysis (`workflow_tools.py`)** ```python โŒ search_and_replace_batch() - Line 32 โŒ analyze_codebase() - Line 35 โŒ find_duplicates() - Line 142 ``` - **Purpose**: Batch code operations and codebase analysis - **Impact**: ๐Ÿ”ฅ High - Critical for refactoring and code quality - **Implementation**: Use AST parsing, regex, and file system operations - **Effort**: High (6-8 hours total) ### **3. Development Workflow (`workflow_tools.py`)** ```python โŒ run_tests() - Line 159 โŒ lint_code() - Line 169 โŒ format_code() - Line 181 ``` - **Purpose**: Automated code quality and testing - **Impact**: ๐Ÿ”ฅ High - Essential for CI/CD workflows - **Implementation**: Shell out to pytest, flake8, black, prettier - **Effort**: Medium (4-5 hours total) ### **4. Network API Tools (`workflow_tools.py`)** ```python โŒ http_request() - Line 197 โŒ api_mock_server() - Line 204 ``` - **Purpose**: API testing and mocking capabilities - **Impact**: ๐Ÿ”ฅ High - Essential for API development - **Implementation**: Use httpx/requests + FastAPI for mock server - **Effort**: Medium (3-4 hours total) ### **5. Utility Tools (`workflow_tools.py`)** ```python โŒ dependency_check() - Line 366 ``` - **Purpose**: Analyze and update project dependencies - **Impact**: ๐Ÿ”ฅ High - Critical for security and maintenance - **Implementation**: Parse pyproject.toml, check against vulnerability databases - **Effort**: Medium (3-4 hours) --- ## โšก **MEDIUM PRIORITY IMPLEMENTATIONS** (Good Developer Experience) ### **6. Environment & Process Management (`workflow_tools.py`)** ```python โŒ environment_info() - Line 265 โŒ process_tree() - Line 272 โŒ manage_virtual_env() - Line 282 ``` - **Purpose**: System information and environment management - **Impact**: ๐ŸŸก Medium - Helpful for debugging and setup - **Implementation**: Use psutil, subprocess, platform modules - **Effort**: Medium (4-5 hours total) ### **7. Enhanced Existing Tools (`workflow_tools.py`)** ```python โŒ execute_command_enhanced() - Line 302 โŒ search_code_enhanced() - Line 317 โŒ edit_block_enhanced() - Line 330 ``` - **Purpose**: Advanced versions of existing tools - **Impact**: ๐ŸŸก Medium - Improved UX for power users - **Implementation**: Extend existing FastMCP tools with advanced features - **Effort**: Medium (4-5 hours total) ### **8. Documentation Generation (`workflow_tools.py`)** ```python โŒ generate_documentation() - Line 344 โŒ project_template() - Line 356 ``` - **Purpose**: Automated documentation and project scaffolding - **Impact**: ๐ŸŸก Medium - Helpful for project maintenance - **Implementation**: Use AST parsing for docstrings, template system - **Effort**: High (5-6 hours total) --- ## ๐Ÿ”ฌ **LOW PRIORITY IMPLEMENTATIONS** (Advanced/Specialized) ### **9. Diff & Patch Operations (`diff_patch.py`)** ```python โŒ generate_diff() - Line 24 โŒ apply_patch() - Line 35 โŒ create_patch_file() - Line 44 ``` - **Purpose**: Advanced patch management and diff generation - **Impact**: ๐ŸŸข Low - Specialized use cases - **Implementation**: Use difflib, patch command, or git diff - **Effort**: Medium (3-4 hours total) ### **10. Process Tracing Tools (`workflow_tools.py`)** ```python โŒ trace_process() - Line 227 โŒ analyze_syscalls() - Line 238 โŒ process_monitor() - Line 252 ``` - **Purpose**: Advanced debugging and system call tracing - **Impact**: ๐ŸŸข Low - Very specialized debugging - **Implementation**: Use strace/dtrace equivalent, psutil - **Effort**: Very High (8-10 hours total) - Complex cross-platform implementation --- ## ๐Ÿ›ฃ๏ธ **IMPLEMENTATION ROADMAP** ### **Phase 1: Core Functionality (Week 1)** 1. `git_commit_prepare` - Essential git workflow 2. `search_and_replace_batch` - Critical refactoring tool 3. `http_request` - API testing capability 4. `run_tests` - Development workflow essential ### **Phase 2: Quality & Analysis (Week 2)** 5. `dependency_check` - Security and maintenance 6. `analyze_codebase` - Code insights 7. `lint_code` + `format_code` - Code quality 8. `find_duplicates` - Code cleanup ### **Phase 3: Enhanced UX (Week 3)** 9. `environment_info` - System diagnostics 10. `api_mock_server` - Advanced API testing 11. `process_tree` - System monitoring 12. Enhanced versions of existing tools ### **Phase 4: Advanced Features (Week 4)** 13. Documentation generation tools 14. Project template system 15. Virtual environment management 16. Diff/patch operations ### **Phase 5: Specialized Tools (Future)** 17. Process tracing and system call analysis 18. Advanced debugging capabilities 19. Performance monitoring tools --- ## ๐Ÿ”ง **IMPLEMENTATION GUIDELINES** ### **Safety First** ๐Ÿ›ก๏ธ - **ALWAYS** follow SACRED_TRUST_SAFETY.md guidelines - Add ๐Ÿ”ด DESTRUCTIVE markers for dangerous operations - Default to `dry_run=True` for destructive operations - Include LLM safety instructions in tool descriptions ### **Error Handling** ๐Ÿšจ - Use `log_critical()` and `log_emergency()` from base.py - Provide meaningful error messages - Handle cross-platform differences gracefully ### **Testing** ๐Ÿงช - Add test cases for each implemented method - Include both success and failure scenarios - Test safety mechanisms (dry_run, refusal scenarios) ### **Documentation** ๐Ÿ“š - Update tool descriptions with implementation details - Add usage examples where helpful - Document any platform-specific behavior --- ## ๐ŸŽฏ **QUICK START IMPLEMENTATION** To implement the highest-impact tools first: ```bash # Focus on these files in order: 1. enhanced_mcp/git_integration.py - git_commit_prepare() 2. enhanced_mcp/workflow_tools.py - search_and_replace_batch() 3. enhanced_mcp/workflow_tools.py - http_request() 4. enhanced_mcp/workflow_tools.py - run_tests() 5. enhanced_mcp/workflow_tools.py - dependency_check() ``` Each implementation should: - Remove the `NotImplementedError` line - Add proper error handling with base.py methods - Include comprehensive docstrings - Follow the established safety patterns - Add corresponding test cases --- ## ๐Ÿ“ˆ **SUCCESS METRICS** ### **Phase 1 Complete When:** - โœ… All `NotImplementedError` lines removed from high-priority tools - โœ… Git workflow significantly improved with commit suggestions - โœ… Basic API testing capabilities functional - โœ… Code refactoring tools operational ### **Full Project Complete When:** - โœ… Zero `NotImplementedError` instances in codebase - โœ… 100% test coverage for implemented tools - โœ… All safety validations passing - โœ… Complete documentation with examples - โœ… Performance benchmarks established --- ## ๐Ÿš€ **READY FOR FRESH CONVERSATION** **Current State**: - โœ… Safety framework complete and validated - โœ… Infrastructure solid and modern - โœ… 5 tool categories fully implemented - โŒ 19 methods need implementation across 4 files **Next Session Goals**: - Implement 1-3 high-priority tools - Maintain safety standards throughout - Add comprehensive test coverage - Keep documentation updated **Quick Context**: This is a comprehensive MCP (Model Context Protocol) tools package with a robust safety framework called "SACRED TRUST" that ensures AI assistants protect user data and systems. The package is production-ready except for these 19 unimplemented methods. --- **๐ŸŽฏ Ready to implement the next wave of functionality!** ๐Ÿš€