anthropic-mcp-code-analyzer

MCP.Pizza Chef: kivo360

Anthropic MCP Code Analyzer is a server that analyzes open source projects to assist with codebase integration. It uses Claude to detect code patterns, extract documentation, track dependencies, and generate intelligent merge strategies based on AST and architecture pattern analysis. This server streamlines understanding and merging complex codebases for developers.

Use This MCP server To

Analyze open source repositories for code patterns and architecture Extract and process project documentation automatically Generate intelligent merge strategies for code integration Track dependencies within large codebases Detect architectural patterns to guide refactoring Assist in merging external code with existing projects

README

Anthropic MCP Code Analyzer

An MCP server that helps analyze open source projects and integrate them with your existing codebase. This tool uses Claude to analyze code patterns, architecture, and documentation to provide intelligent merge strategies.

Features

  • Repository analysis and code pattern detection
  • Documentation extraction and processing
  • Intelligent merge strategy generation using Claude
  • AST-based code analysis
  • Dependency tracking
  • Architecture pattern detection

Installation

  1. Clone the repository:
git clone https://github.com/kivo360/anthropic-mcp-code-analyzer.git
cd anthropic-mcp-code-analyzer
  1. Install dependencies:
npm install
  1. Set up environment variables:
export ANTHROPIC_API_KEY=your_api_key
export PORT=3000  # Optional, defaults to 3000

Usage

  1. Start the server:
npm start
  1. Analyze repositories and get merge strategies:
curl -X POST http://localhost:3000/analyze \
  -H "Content-Type: application/json" \
  -d '{
    "sourceRepo": "https://github.com/user/source-repo.git",
    "targetRepo": "https://github.com/user/target-repo.git"
  }'

The server will return:

  • Source repository analysis
  • Target repository analysis
  • Recommended merge strategy
  • Potential conflicts and solutions

API Endpoints

POST /analyze

Analyzes source and target repositories and generates a merge strategy.

Request body:

{
  "sourceRepo": "string",
  "targetRepo": "string"
}

GET /health

Health check endpoint to verify server status.

How it Works

  1. Repository Analysis

    • Clones both source and target repositories
    • Analyzes code structure using AST parsing
    • Extracts patterns and dependencies
    • Processes documentation
  2. Pattern Detection

    • Identifies common coding patterns
    • Maps dependencies and relationships
    • Analyzes architectural decisions
  3. Merge Strategy Generation

    • Uses Claude to analyze compatibility
    • Generates step-by-step integration plan
    • Identifies potential conflicts
    • Suggests refactoring steps
  4. Documentation Processing

    • Extracts and analyzes documentation
    • Maps knowledge between codebases
    • Provides context for decisions

Contributing

Contributions are welcome! Please feel free to submit a Pull Request.

anthropic-mcp-code-analyzer FAQ

How do I install the Anthropic MCP Code Analyzer server?
Clone the GitHub repo, install dependencies with npm, set your ANTHROPIC_API_KEY environment variable, and start the server with npm start.
What AI model does this MCP server use for analysis?
It uses Claude by Anthropic for code pattern detection and merge strategy generation, compatible with other LLMs like OpenAI GPT-4 and Google Gemini.
Can this server analyze any programming language?
It primarily supports languages with AST parsing capabilities; check the repo for supported languages and extendability.
How does the server generate merge strategies?
It analyzes code patterns, architecture, and dependencies using AST and AI to suggest intelligent merge approaches.
Is it possible to integrate this MCP server into CI/CD pipelines?
Yes, the server exposes an API that can be called programmatically to automate code analysis during CI/CD workflows.
What kind of documentation can it extract?
It extracts inline comments, README files, and other project documentation to aid understanding and integration.
How do I configure the server port?
Set the PORT environment variable before starting the server; it defaults to 3000 if unset.
Does it support analyzing private repositories?
Yes, as long as the server has access to the repository files, it can analyze private or public codebases.