CodeBase Optimizer

Analyzes, optimizes, and detects duplicates in codebases for Claude Code.

A sophisticated Model Context Protocol (MCP) server that provides comprehensive codebase analysis, optimization, and duplicate detection capabilities for Claude Code.

- Project structure and architecture detection
- Cross-language code duplication detection
- Microservices architecture validation
- Configuration optimization analysis
- Security and performance insights

- Pattern recognition that improves with each use
- Project-specific recommendations
- Historical analysis tracking
- Custom rule learning

- Integrates directly with Claude Code
- No additional installations needed
- Works with any programming language
- Portable across all projects
- analyze_project_structure- Analyze project organization and architecture
- detect_code_duplicates- Find duplicate code across multiple languages
- validate_microservices_architecture- Validate microservices patterns
- optimize_configurations- Analyze configuration management
- generate_improvement_report- Generate comprehensive actionable report
- run_complete_project_analysis- 🎯ONE-COMMAND COMPLETE ANALYSIS

- Runs all analyses in optimal order
- Provides prioritized action plan
- Generates health score and improvement roadmap

Add this to your Claude Code MCP configuration:

{ "mcpServers": { "codebase-optimizer": { "command": "python", "args": ["/Users/liadgez/Documents/codebase-optimizer-mcp/server.py"], "env": { "PYTHONPATH": "/Users/liadgez/Documents/codebase-optimizer-mcp" } } } }

The tool will be automatically available in all Claude Code sessions.

Use run_complete_project_analysis with path "/path/to/your/project"

Use detect_code_duplicates with path "/path/to/project" and languages ["python", "javascript"]

Use validate_microservices_architecture with path "/path/to/microservices/project"

Use generate_improvement_report with path "/path/to/project"

Health Score: 87/100 - Organization Score: 0.9/1.0 - Duplication: 3.2% - Security Score: 0.95/1.0

🔴 HIGH: Address security issues in configuration files 🟡 MEDIUM: Consolidate 12 duplicate functions into shared modules 🟢 LOW: Standardize naming conventions across directories

Phase 1: Critical Issues (1-2 days) - Fix environment variable exposure - Remove hardcoded secrets Phase 2: Improvements (3-5 days) - Refactor duplicate code blocks - Standardize API error handling

- Python (.py)
- JavaScript (.js)
- TypeScript (.ts)
- Java (.java)
- Go (.go)
- Rust (.rs)
- C/C++ (.c, .cpp)
- PHP (.php)
- Ruby (.rb)

- Learns patterns from each project analyzed
- Builds knowledge database of common issues
- Improves recommendations based on past successes
- Adapts to your specific coding patterns

- Verify MCP configuration path is correct
- Restart Claude Code after adding configuration
- Check Python dependencies are installed

- Ensure project path exists and is accessible
- Check that Python can read the project directory
- Verify no permission issues on the project folder

- Large projects (>10k files) may take longer to analyze
- Use "quick" depth for faster analysis on huge codebases
- Pattern database improves performance over time

- Engine: Sophisticated analysis engine with ML pattern recognition
- Database: SQLite for pattern learning and improvement tracking
- MCP Server: Standards-compliant Model Context Protocol implementation
- Extensibility: Plugin system for custom analyzers

- Pattern database stored incodebase_patterns.db
- No sensitive data stored - only patterns and metrics
- Database grows smarter with each project analyzed
- Add new analyzers tocodebase_optimizer_engine.py
- Expose new functions inserver.py
- Update tool schema for new parameters
- Test with various project types

MIT License - Feel free to use and modify for your projects.

Made with ❤️ for better codebases everywhere

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