C

Code Analysis Server

一個基於MCP協議的代碼分析服務器,通過自然語言對話幫助AI模型理解和分析代碼庫,提供輕量級的代碼探索與理解功能。
2.5 points
20

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
Installation
Copy the following command to your Client for configuration
{
  "mcpServers": {
    "code-analysis": {
      "command": "uv",
      "args": [
        "--directory",
        "/PATH/TO/YOUR/REPO",
        "run",
        "code_analysis.py"
      ]
    }
  }
}
Note: Your key is sensitive information, do not share it with anyone.
N
Notte Browser
Certified
Notte是一個開源的全棧網絡AI代理框架,提供瀏覽器會話、自動化LLM驅動的代理、網頁觀察與操作、憑證管理等功能,旨在將互聯網轉化為代理友好的環境,並通過自然語言描述網站結構,降低LLM的認知負擔。
649
4.5 points
S
Search1api
Search1API MCP Server是一個基於Model Context Protocol (MCP)的服務器,提供搜索和爬取功能,支持多種搜索服務和工具。
TypeScript
325
4 points
D
Duckduckgo MCP Server
Certified
DuckDuckGo搜索MCP服務器,為Claude等LLM提供網頁搜索和內容抓取服務
Python
806
4.3 points
B
Bing Search MCP
一個用於集成微軟Bing搜索API的MCP服務器,支持網頁、新聞和圖片搜索功能,為AI助手提供網絡搜索能力。
Python
223
4 points
M
MCP Alchemy
Certified
MCP Alchemy是一個連接Claude Desktop與多種數據庫的工具,支持SQL查詢、數據庫結構分析和數據報告生成。
Python
313
4.2 points
P
Postgresql MCP
一個基於FastMCP庫的PostgreSQL數據庫MCP服務,提供對指定表的CRUD操作、模式檢查和自定義SQL查詢功能。
Python
99
4 points
A
Agentic Radar
Agentic Radar是一個用於分析和評估代理系統的安全掃描工具,幫助開發者、研究人員和安全專家理解代理系統的工作流程並識別潛在漏洞。
Python
545
5 points
M
MCP Scan
MCP-Scan是一款針對MCP服務器的安全掃描工具,用於檢測提示注入、工具汙染和跨域升級等常見安全漏洞。
Python
607
5 points
Featured MCP Services
B
Baidu Map
Certified
百度地圖MCP Server是國內首個兼容MCP協議的地圖服務,提供地理編碼、路線規劃等10個標準化API接口,支持Python和Typescript快速接入,賦能智能體實現地圖相關功能。
Python
716
4.5 points
M
Markdownify MCP
Markdownify是一個多功能文件轉換服務,支持將PDF、圖片、音頻等多種格式及網頁內容轉換為Markdown格式。
TypeScript
1.7K
5 points
F
Firecrawl MCP Server
Firecrawl MCP Server是一個集成Firecrawl網頁抓取能力的模型上下文協議服務器,提供豐富的網頁抓取、搜索和內容提取功能。
TypeScript
3.9K
5 points
S
Sequential Thinking MCP Server
一個基於MCP協議的結構化思維服務器,通過定義思考階段幫助分解複雜問題並生成總結
Python
280
4.5 points
M
Magic MCP
Magic Component Platform (MCP) 是一個AI驅動的UI組件生成工具,通過自然語言描述幫助開發者快速創建現代化UI組件,支持多種IDE集成。
JavaScript
1.7K
5 points
E
Edgeone Pages MCP Server
EdgeOne Pages MCP是一個通過MCP協議快速部署HTML內容到EdgeOne Pages並獲取公開URL的服務
TypeScript
259
4.8 points
N
Notion Api MCP
Certified
一個基於Python的MCP服務器,通過Notion API提供高級待辦事項管理和內容組織功能,實現AI模型與Notion的無縫集成。
Python
127
4.5 points
C
Context7
Context7 MCP是一個為AI編程助手提供即時、版本特定文檔和代碼示例的服務,通過Model Context Protocol直接集成到提示中,解決LLM使用過時信息的問題。
TypeScript
5.2K
4.7 points
AIbase
Zhiqi Future, Your AI Solution Think Tank
© 2025AIbase