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01Aniket

github-repository-analyzer

by 01Aniket
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Python
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GitHub Repository Analyzer

一个由 LLM 驱动的 GitHub 仓库分析工具，允许用户提供 GitHub 仓库 URL，并就仓库提出自然语言问题。

该应用通过暴露为 MCP 工具的 GitHub API 获取仓库信息和源代码，然后使用本地 LLM 生成基于所检索仓库证据的答案。

功能

  • 从终端分析不同的 GitHub 仓库

  • 支持将仓库 URL 与问题分开输入

  • 使用自然语言提问

  • 提出仓库整体层面的问题

  • 提出关于函数和代码的实现问题

  • 搜索仓库源代码

  • 读取特定仓库文件或行范围

  • 获取仓库元数据

  • 获取仓库文件结构

  • 使用 MCP 将仓库操作暴露为工具

  • 使用 LangGraph 管理分析工作流

  • 通过 Ollama 使用本地 LLM

  • 让实现答案以检索到的仓库源代码为依据

  • 重试临时性 GitHub API 故障

Related MCP server: revibe-mcp

架构

                    User
                     |
                     v
                 main.py
                     |
                     v
                LangGraph
                 graph.py
                     |
                     v
                 MCP Client
               mcp_client.py
                     |
                     v
                 MCP Server
               mcp_server.py
                     |
                     v
             repository_tools.py
                     |
                     v
              github_client.py
                     |
                     v
              GitHub REST API
                     |
                     v
          Repository Information
          and Source Code
                     |
                     v
                    LLM
                     |
                     v
                Final Answer

This server cannot be installed

F
license - not found
Not graded
quality - not tested
C
maintenance

How are these scores calculated?

Maintenance

–Maintainers
–Response time
–Release cycle
–Releases (12mo)
Commit activity

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