MCP Codebase Insight

#!/bin/bash # Script to create GitHub issues for completing the release # Run this with: ./create_release_issues.sh REPO="tosin2013/mcp-codebase-insight" # Check if gh CLI is installed if ! command -v gh &> /dev/null; then echo "Error: GitHub CLI (gh) is not installed." echo "Install it from: https://cli.github.com/" exit 1 fi # Check if authenticated if ! gh auth status &> /dev/null; then echo "Error: Not authenticated with GitHub CLI." echo "Run: gh auth login" exit 1 fi echo "Creating GitHub issues for release completion..." echo "" # Issue 1: Complete Documentation Management System gh issue create \ --repo "$REPO" \ --title "Complete Documentation Management System" \ --label "enhancement,documentation" \ --body "## Description Complete the documentation management system to support comprehensive codebase documentation. ## Tasks - [ ] Implement proper text search in \`DocumentationManager\` (\`core/documentation.py:199\`) - [ ] Add support for multiple documentation formats (Markdown, RST, HTML) - [ ] Implement version tracking for documentation updates - [ ] Add cross-reference resolution between docs - [ ] Create documentation validation and linting tools ## Context Currently marked as 'In Progress' in README.md. The DocumentationManager has a TODO for implementing proper text search functionality. ## Acceptance Criteria - Text search is fully functional across all documentation - Documentation can be imported from multiple formats - Version history is tracked and queryable - Cross-references are automatically validated - Comprehensive tests are added ## Priority High - Core feature for release ## References - \`src/mcp_codebase_insight/core/documentation.py\` - \`docs/features/documentation.md\`" echo "✓ Issue 1: Documentation Management System" # Issue 2: Advanced Pattern Detection gh issue create \ --repo "$REPO" \ --title "Implement Advanced Pattern Detection" \ --label "enhancement" \ --body "## Description Enhance pattern detection capabilities with advanced code analysis features. ## Tasks - [ ] Implement pattern extraction logic in TaskManager (\`core/tasks.py:356\`) - [ ] Add architectural pattern recognition (MVC, MVVM, Microservices, etc.) - [ ] Create anti-pattern detection system - [ ] Add code smell identification - [ ] Implement design pattern suggestions - [ ] Add pattern confidence scoring ## Context Currently marked as 'In Progress' in README.md. The TaskManager has a TODO for implementing pattern extraction logic. ## Acceptance Criteria - Pattern extraction is fully implemented and tested - System can identify at least 10 common architectural patterns - Anti-patterns are detected with actionable suggestions - Pattern detection has >80% accuracy on test codebases - Performance impact is <100ms per file analyzed ## Priority High - Core feature for release ## References - \`src/mcp_codebase_insight/core/tasks.py\` - \`docs/features/code-analysis.md\`" echo "✓ Issue 2: Advanced Pattern Detection" # Issue 3: Performance Optimization gh issue create \ --repo "$REPO" \ --title "Performance Optimization for Production Release" \ --label "enhancement" \ --body "## Description Optimize performance for production workloads and large codebases. ## Tasks - [ ] Profile vector store operations and optimize query performance - [ ] Implement connection pooling for Qdrant client - [ ] Add batch processing for embedding generation - [ ] Optimize cache hit rates with intelligent prefetching - [ ] Implement query result pagination for large result sets - [ ] Add request rate limiting and throttling - [ ] Optimize memory usage for large file processing - [ ] Add performance benchmarks and regression tests ## Context Currently marked as 'In Progress' in README.md. Need to ensure system can handle production-scale codebases efficiently. ## Acceptance Criteria - Vector store queries complete in <500ms for 90th percentile - System can process codebases with 10,000+ files - Memory usage stays under 2GB for typical workloads - Cache hit rate >70% for repeated queries - All operations have proper timeout handling - Performance benchmarks show 2x improvement over current baseline ## Priority High - Required for production release ## References - \`src/mcp_codebase_insight/core/vector_store.py\` - \`src/mcp_codebase_insight/core/cache.py\` - \`docs/vector_store_best_practices.md\`" echo "✓ Issue 3: Performance Optimization" # Issue 4: Integration Testing Suite gh issue create \ --repo "$REPO" \ --title "Complete Integration Testing Suite" \ --label "enhancement" \ --body "## Description Expand integration testing to cover all critical workflows and edge cases. ## Tasks - [ ] Add end-to-end tests for complete analysis workflows - [ ] Test Qdrant connection failure scenarios and recovery - [ ] Add tests for concurrent request handling - [ ] Test cache invalidation and consistency - [ ] Add integration tests for ADR management workflows - [ ] Test SSE event streaming under load - [ ] Add chaos engineering tests (network failures, timeouts) - [ ] Create integration test documentation ## Context Currently marked as 'In Progress' in README.md. Need comprehensive integration tests before production release. ## Acceptance Criteria - Integration test coverage >80% for critical paths - All failure scenarios have corresponding tests - Tests pass consistently in CI/CD pipeline - Test suite runs in <5 minutes - Documentation explains how to run and extend integration tests ## Priority High - Required for release confidence ## References - \`tests/integration/\` - \`tests/conftest.py\` - \`run_tests.py\` - \`docs/testing_guide.md\`" echo "✓ Issue 4: Integration Testing Suite" # Issue 5: Debugging Utilities Enhancement gh issue create \ --repo "$REPO" \ --title "Enhance Debugging Utilities and Error Tracking" \ --label "enhancement" \ --body "## Description Complete the debugging utilities system with comprehensive error tracking and diagnostics. ## Tasks - [ ] Implement comprehensive error tracking system (from README planned section) - [ ] Add structured error reporting with stack traces and context - [ ] Create debug mode with verbose logging - [ ] Add request tracing across components - [ ] Implement error aggregation and pattern detection - [ ] Add health check endpoints for all components - [ ] Create debugging dashboard or CLI tool - [ ] Add integration with external monitoring systems (optional) ## Context Currently marked as 'In Progress' in README.md with comprehensive error tracking in 'Planned' section. ## Acceptance Criteria - All errors are tracked with unique IDs and full context - Debug mode provides actionable troubleshooting information - Request tracing works across all async operations - Health checks accurately reflect component status - Error patterns are identified and reported - Documentation includes debugging guide ## Priority Medium - Improves operational support ## References - \`src/mcp_codebase_insight/core/debug.py\` - \`src/mcp_codebase_insight/core/health.py\` - \`docs/troubleshooting/common-issues.md\`" echo "✓ Issue 5: Debugging Utilities Enhancement" # Issue 6: Extended API Documentation gh issue create \ --repo "$REPO" \ --title "Create Extended API Documentation" \ --label "documentation" \ --body "## Description Create comprehensive API documentation for all endpoints and tools. ## Tasks - [ ] Document all MCP tools with examples - [ ] Create OpenAPI/Swagger specification for REST endpoints - [ ] Add interactive API documentation (Swagger UI) - [ ] Document all configuration options and environment variables - [ ] Create code examples for common use cases - [ ] Add API versioning documentation - [ ] Create SDK/client library documentation - [ ] Add troubleshooting section for API errors ## Context Currently in 'Planned' section of README.md. Need complete API docs before release. ## Acceptance Criteria - All endpoints are documented with request/response examples - OpenAPI spec is complete and validated - Interactive documentation is accessible at /docs endpoint - At least 10 code examples covering common scenarios - Documentation includes rate limits, authentication, and error codes ## Priority High - Required for user adoption ## References - \`docs/api.md\` - \`server.py\` - \`docs/cookbook.md\`" echo "✓ Issue 6: Extended API Documentation" # Issue 7: Custom Pattern Plugins gh issue create \ --repo "$REPO" \ --title "Implement Custom Pattern Plugin System" \ --label "enhancement" \ --body "## Description Create a plugin system allowing users to define custom code patterns and analysis rules. ## Tasks - [ ] Design plugin API and interface - [ ] Implement plugin loader and registry - [ ] Create plugin validation and sandboxing - [ ] Add plugin configuration system - [ ] Create example plugins (Python, JavaScript, Go patterns) - [ ] Add plugin testing framework - [ ] Create plugin development guide - [ ] Implement plugin marketplace/repository support (optional) ## Context Currently in 'Planned' section of README.md. Extensibility is key for adoption. ## Acceptance Criteria - Plugin API is stable and well-documented - Plugins can define custom patterns and analysis rules - Plugin system is secure and cannot affect core stability - At least 3 example plugins are provided - Plugin development guide includes tutorial and best practices ## Priority Medium - Nice to have for v1.0, critical for v2.0 ## References - \`src/mcp_codebase_insight/core/knowledge.py\` - \`docs/features/code-analysis.md\`" echo "✓ Issue 7: Custom Pattern Plugins" # Issue 8: Advanced Caching Strategies gh issue create \ --repo "$REPO" \ --title "Implement Advanced Caching Strategies" \ --label "enhancement" \ --body "## Description Enhance caching system with advanced strategies for better performance and cache efficiency. ## Tasks - [ ] Implement cache warming on server startup - [ ] Add intelligent cache prefetching based on access patterns - [ ] Implement distributed caching support (Redis integration) - [ ] Add cache invalidation strategies (TTL, LRU, LFU) - [ ] Implement cache analytics and reporting - [ ] Add cache size limits and eviction policies - [ ] Create cache performance benchmarks - [ ] Add cache configuration hot-reloading ## Context Currently in 'Planned' section of README.md. Better caching improves performance significantly. ## Acceptance Criteria - Cache hit rate improves by at least 20% - Cache warming completes in <30 seconds - Distributed caching works with Redis - Cache analytics provide actionable insights - Configuration changes don't require restart ## Priority Medium - Performance improvement ## References - \`src/mcp_codebase_insight/core/cache.py\` - \`docs/vector_store_best_practices.md\`" echo "✓ Issue 8: Advanced Caching Strategies" # Issue 9: Deployment Guides gh issue create \ --repo "$REPO" \ --title "Create Comprehensive Deployment Guides" \ --label "documentation" \ --body "## Description Create deployment guides for various environments and platforms. ## Tasks - [ ] Create Docker Compose deployment guide - [ ] Add Kubernetes deployment manifests and guide - [ ] Create cloud platform guides (AWS, GCP, Azure) - [ ] Add monitoring and observability setup guide - [ ] Create backup and disaster recovery procedures - [ ] Add scaling and load balancing guide - [ ] Create security hardening checklist - [ ] Add CI/CD pipeline examples ## Context Currently in 'Planned' section of README.md. Users need clear deployment paths. ## Acceptance Criteria - Deployment guides cover at least 4 platforms - Each guide includes step-by-step instructions - Example configuration files are provided - Monitoring integration is documented - Security best practices are included - Troubleshooting section for common deployment issues ## Priority High - Required for production adoption ## References - \`Dockerfile\` - \`docker-compose.yml\` (to be created) - \`docs/getting-started/docker-setup.md\`" echo "✓ Issue 9: Deployment Guides" # Issue 10: Pre-release Testing and Bug Fixes gh issue create \ --repo "$REPO" \ --title "Pre-release Testing and Bug Fixes" \ --label "bug" \ --body "## Description Conduct comprehensive pre-release testing and fix any discovered bugs. ## Tasks - [ ] Run full test suite across all supported Python versions (3.10, 3.11, 3.12, 3.13) - [ ] Perform manual testing of all major workflows - [ ] Test on multiple operating systems (Linux, macOS, Windows) - [ ] Load testing with realistic codebase sizes - [ ] Security audit of code and dependencies - [ ] Review and update all dependencies to latest stable versions - [ ] Fix any critical or high-priority bugs - [ ] Create release notes and CHANGELOG ## Context Final step before release. Need to ensure stability and quality. ## Acceptance Criteria - All tests pass on supported platforms - No critical or high-priority bugs remain - Security audit passes with no high-severity issues - Dependencies are up to date - Release notes document all changes - Performance meets defined benchmarks ## Priority Critical - Release blocker ## References - \`run_tests.py\` - \`CHANGELOG.md\` - \`.github/workflows/\` (CI/CD pipelines)" echo "✓ Issue 10: Pre-release Testing" # Issue 11: Update README to Stable Status gh issue create \ --repo "$REPO" \ --title "Update README for Stable Release" \ --label "documentation" \ --body "## Description Update README.md to reflect stable release status and complete feature set. ## Tasks - [ ] Remove 'WIP' and 'Development in Progress' warnings - [ ] Update feature status (move items from 'In Progress' to 'Completed') - [ ] Add badges (version, build status, coverage, license) - [ ] Update installation instructions with PyPI package info - [ ] Add 'Features' section highlighting key capabilities - [ ] Update examples with production-ready code - [ ] Add 'Community' and 'Support' sections - [ ] Include performance benchmarks - [ ] Add screenshot or demo GIF (if applicable) ## Context README is the first thing users see. It should reflect a stable, production-ready project. ## Acceptance Criteria - All WIP warnings are removed - Feature list is accurate and complete - Installation instructions work for new users - README includes all standard sections for OSS projects - Documentation links are valid and up-to-date ## Priority High - Release blocker ## References - \`README.md\`" echo "✓ Issue 11: Update README" echo "" echo "━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━" echo "✨ Successfully created 11 GitHub issues for release completion!" echo "━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━" echo "" echo "View all issues at: https://github.com/$REPO/issues" echo "" echo "Issue Summary:" echo " - 5 'In Progress' features to complete" echo " - 4 'Planned' features to implement" echo " - 2 release-blocker tasks" echo "" echo "Next steps:" echo " 1. Prioritize and assign issues" echo " 2. Create milestones for v1.0 release" echo " 3. Set up project board for tracking" echo ""