C

Code Analysis Server

一个基于MCP协议的代码分析服务器,通过自然语言对话帮助AI模型理解和分析代码库,提供轻量级的代码探索与理解功能。
2.5分
19

What is Code Analysis MCP Server?

The Code Analysis MCP Server allows developers to understand complex codebases through natural language conversations with Claude AI. It helps answer questions about system architecture, data flows, and implementation details without requiring deep manual code inspection.

How to use Code Analysis MCP Server?

After simple setup with Claude Desktop App, you can ask questions about your codebase in plain English. The tool will analyze the repository structure and content to provide meaningful answers about how the system works.

When to use this tool?

Ideal for onboarding new developers, understanding legacy systems, or quickly finding specific implementations in large codebases. Also useful for architectural reviews and documentation generation.

Key Features

Natural Code ExplorationAsk high-level questions about your codebase in plain English without needing to know specific file locations or implementation details
Deep Code UnderstandingExtract insights about data models, system architecture and implementation patterns through conversational analysis
Dynamic AnalysisTrace data flows and understand system relationships by following logical paths through the codebase

Pros and Cons

Advantages
Cost-effective - Uses existing Claude Pro subscription with no additional API costs
Simple setup - Quick to configure with minimal technical requirements
Natural interface - No need to learn complex query syntax or commands
Limitations
Less sophisticated than specialized code analysis tools like Aider
May make more errors in complex analysis compared to professional tools
Limited to high-level understanding rather than detailed code manipulation

Getting Started

Install the server
Clone the repository to your local machine
Install Claude Desktop App
Download and install the official Claude Desktop application
Configure the server
Add the server configuration to Claude Desktop's config file
Restart and verify
Restart Claude Desktop and verify the tool appears in the integrations menu

Example Use Cases

Understanding transaction processingAnalyze how financial transactions are handled throughout the system
Database schema explorationIdentify all database tables involved in a particular feature
Code navigationFind all implementations of a specific functionality

Frequently Asked Questions

What programming languages does this support?
How large of a codebase can it handle?
Is my code sent to external servers?
Can I edit code through this interface?

Additional Resources

MCP Protocol Documentation
Official documentation for Model Context Protocol
Claude Desktop App
Download page for Claude Desktop application
GitHub Repository
Source code for the Code Analysis MCP Server
安装
复制以下命令到你的Client进行配置
{
  "mcpServers": {
    "code-analysis": {
      "command": "uv",
      "args": [
        "--directory",
        "/PATH/TO/YOUR/REPO",
        "run",
        "code_analysis.py"
      ]
    }
  }
}
注意:您的密钥属于敏感信息,请勿与任何人分享。
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