GitHub Security Analyzer — MCP
GitHub Security Analyzer — MCP
一个由 AI 驱动的 GitHub 安全扫描器。使用你的 GitHub 账户登录,输入仓库名称,AI 就会扫描每个文件,查找暴露的机密信息(如 API 密钥、密码和令牌),然后给你一份完整的报告,说明需要修复的内容。
工作原理
1. Login with GitHub (OAuth)
↓
.github_token saved locally
↓
2. Run the agent
↓
You type a repo name
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3. AI calls deep_security_scan tool
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Fetches every file from the repo via GitHub API
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Scans each file with 16 secret patterns (regex)
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4. AI reads the results and writes a report
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Tells you what was found, which file, which line, and how to fix itRelated MCP server: github-security-mcp
项目结构
├── login.py # GitHub OAuth login — saves token to .github_token
├── github_client.py # Wrapper around GitHub API calls
├── server.py # MCP tools (list repos, scan files, read code, etc.)
├── agent.py # AI agent loop — uses OpenRouter to run the scanner
├── requirements.txt # Python dependencies
└── .env # Your credentials (never commit this)设置
1. 创建 .env 文件:
GITHUB_CLIENT_ID=your_github_app_client_id
GITHUB_CLIENT_SECRET=your_github_app_client_secret
FLASK_SECRET_KEY=any_random_string
OPENROUTER_API_KEY=your_openrouter_key2. 安装依赖:
pip install -r requirements.txt3. 使用 GitHub 登录:
python login.py打开 http://127.0.0.1:5000 → 点击“使用 Github 登录” → 授权 → 完成。这会将你的令牌保存到 .github_token。你只需要执行一次。
运行
选项 A — AI 智能体(终端)
python agent.py在提示时输入仓库名称。AI 会扫描它并打印一份完整的安全报告。
选项 B — MCP 服务器(适用于 Claude Desktop 或任何 MCP 客户端)
mcp dev server.py它会扫描什么
机密类型 | 示例模式 |
AWS 访问密钥 |
|
GitHub 令牌 |
|
Google API 密钥 |
|
Stripe 密钥 |
|
数据库 URL |
|
通用密码 |
|
私钥 |
|
Bearer 令牌 |
|
Slack / Twilio / SendGrid 令牌 | 各种模式 |
可用的 MCP 工具
工具 | 功能 |
| 列出你的所有 GitHub 仓库 |
| 获取特定仓库的详细信息 |
| 读取文件中的源代码 |
| 列出未关闭的 GitHub issue |
| 获取最近的提交消息 |
| 快速扫描文件名中的敏感词 |
| 全面扫描所有文件内容以查找机密信息 |
重要事项
切勿提交
.github_token或.env— 两者都在.gitignore中如果你不小心推送了令牌,请立即在
https://github.com/settings/tokens撤销它
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