mcp codebase insight

Local 2025-08-31 23:32:23 0
Developer Tools @tosin2013/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.

? 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