mcp-git-assistant

mcp-git-assistant

Enables AI-powered git assistance including commit message generation, branch naming, and branch analysis using conventional commits and git status/diff/log.

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README

MCP Git Assistant

一个基于 MCP (Model Context Protocol) 协议开发的 Git 智能助手工具。

帮助开发者通过 AI 智能生成 commit message、建议分支命名、分析分支状态等。

功能特性

  • 自动生成符合 Conventional Commits 规范的 commit message
  • 基于任务描述智能建议分支命名
  • 分析分支状态与主分支差异
  • 查看 git status / diff / log 等常用命令输出

安装

pip install -r requirements.txt

在 Trae IDE 中配置使用

  1. 打开 Trae IDE 设置
  2. 搜索 "MCP" 配置项
  3. 添加本地 MCP Server 配置：
{
  "mcpServers": {
    "git-assistant": {
      "command": "python",
      "args": ["-u", "D:/work/AI Agent/mcp-git-assistant/server.py"]
    }
  }
}
  1. 重启 Trae IDE

可用工具

工具 描述
git_status 查看当前 Git 仓库状态
git_diff 获取代码变更 diff 内容
git_log 查看最近的提交历史
generate_commit_message 基于代码变更自动生成 Commit Message
suggest_branch_name 基于任务描述建议分支命名
analyze_branch 分析当前分支状态与主分支差异

使用示例

生成 Commit Message

  1. 在你的项目中修改一些代码
  2. 在聊天中说："帮我生成 commit message"
  3. AI 会自动调用工具分析你的代码变更
  4. 选择合适的方案执行 git commit

建议分支命名

  1. 在聊天中说："新增用户登录功能，帮我起个分支名"
  2. 获取建议的分支名列表

分支分析

  1. 在聊天中说："分析一下当前分支状态"
  2. 获得分支差异报告和操作建议

技术栈

  • Python 3.9+
  • MCP SDK (Model Context Protocol)

开发

# 安装依赖
pip install -r requirements.txt

# 运行测试
python server.py

License

MIT

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