Code Analysis

🚀 Code Analysis MCP Plugin

A Model Context Protocol (MCP) plugin that enables AI assistants like Cline and Claude to directly access code repositories through the Neo4j graph database for advanced code analysis and answer questions about the codebase.

🚀 Quick Start

Refer to CONTRIBUTING.md for setting up the development environment.

✨ Features

Code Structure Analysis

• Relationships between components and modules
• Class hierarchies and dependencies
• Method complexity and inter - relationships
• File organization and import scenarios

Code Quality Metrics

• Cyclomatic Complexity
• Coupling and cohesion metrics
• Code duplication detection
• Test coverage analysis

Documentation Analysis

• Markdown file parsing
• Documentation quality metric evaluation
• Documentation coverage analysis
• Automated documentation update functionality

Natural Language Queries

• Ask questions related to the code structure
• Create high - level architecture overviews with visual tools such as object diagrams and sequence diagrams
• Identify potential code issues
• Find relevant code examples

💻 Usage Examples

Basic Usage

The plugin can answer the following questions:

• "Please summarize the key features of this codebase."
• "Write a high - level design document with object diagrams and sequence diagrams."
• "Outline the key components in the codebase, describing each component in one or two paragraphs."
• "Which files are more challenging? Analyze them from the perspectives of SOLID principles and clean coding."

📚 Documentation

Overview

This plugin provides AI assistants with direct access to codebase analysis capabilities through the Neo4j graph database, enabling them to:

• Analyze code structure and relationships
• Calculate code quality metrics
• Extract documentation and context information
• Answer high - level questions about the codebase

Architecture

The plugin uses the following technologies:

• Neo4j graph database to store code structures and relationships
• Language - specific parsers for code analysis
• MCP interface for AI assistant integration
• Advanced metric calculation methods for code quality assessment

📄 License

This project is open - sourced under the MIT License. Please refer to the LICENSE file for specific license details.