MCP Codebase Insight

MCP Codebase Insight

A server component of the Model Context Protocol that provides intelligent analysis of codebases using vector search and machine learning to understand code patterns, architectural decisions, and documentation.

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README

MCP Codebase Insight

🚧 Development in Progress

This project is actively under development. Features and documentation are being continuously updated.

Overview

MCP Codebase Insight is a system for analyzing and understanding codebases through semantic analysis, pattern detection, and documentation management.

Current Development Status

Completed Features

  • ✅ Core Vector Store System
  • ✅ Basic Knowledge Base
  • ✅ SSE Integration
  • ✅ Testing Framework

In Progress

  • 🔄 Documentation Management System
  • 🔄 Advanced Pattern Detection
  • 🔄 Performance Optimization
  • 🔄 Integration Testing

Planned

  • 📋 Extended API Documentation
  • 📋 Custom Pattern Plugins
  • 📋 Advanced Caching Strategies
  • 📋 Deployment Guides

Quick Start

  1. Installation

    pip install mcp-codebase-insight
    
  2. Basic Usage

    from mcp_codebase_insight import CodebaseAnalyzer
    
    analyzer = CodebaseAnalyzer()
    results = analyzer.analyze_code("path/to/code")
    
  3. Running Tests

    pytest tests/
    

Documentation

Contributing

We welcome contributions! Please see our Contributing Guide for details.

License

This project is licensed under the MIT License - see the LICENSE file for details.

Support

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