What are the system requirements?
Node.js 18 or later is required.
Code Summarizer MCP Server
@nicobailon
基本信息
关于 Code Summarizer MCP Server
A command-line tool and MCP server that summarizes code files using Gemini Flash 2.0
Code Summarizer MCP Server 配置
Code Summarizer MCP Server 工具
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当前收录暂时没有可展示的工具列表，不代表服务没有工具。请查阅项目文档了解支持的能力。
工具是从 README 中自动提取的。维护者可以在 ## Tools 标题下列出工具,即可填充这部分内容。
概览
What is Code Summarizer?
A command-line and MCP server tool that recursively summarizes code files in a given directory using Google Gemini Flash 2.0. It integrates with LLM tools like Claude Desktop, Cursor AI, and Cline, and is designed for developers who want to quickly understand codebases without manual reading.
How to use Code Summarizer?
Install Node.js 18+, clone the repository, install dependencies, configure a GOOGLE_API_KEY environment variable, then use the CLI with npm start -- summarize [directory] or start the MCP server with npm start -- server. The server port (default 24312) can be changed via npm start -- config set --port 8080. Connect LLM tools by setting up a JSON config file or using SSE transport with an API key header.
Key features of Code Summarizer
- Recursively processes code files respecting
.gitignorerules. - Uses Gemini Flash 2.0 for summarization.
- Configurable detail level and summary length.
- MCP server integration with Claude Desktop, Cursor AI, and Cline.
- Retry mechanism with exponential backoff and jitter.
- Built-in rate limiting (default 60 requests per minute per IP).
Use cases of Code Summarizer
- Quickly understand the structure and purpose of a new codebase.
- Get concise summaries of specific files without opening them.
- Batch summarize multiple files in a directory.
- Search for patterns or functionality using targeted queries.
- Integrate code knowledge into LLM chat sessions for more informed assistance.
常见问题
How do I authenticate with the MCP server?
Include your API key in the `x-api-key` header of all requests (except the `/health` endpoint).
What should I do if I get a "Connection Refused" error?
Ensure the MCP server is running (`npm start -- server`), verify the port is correct in your configuration, and check for firewall issues.
How do I connect Code Summarizer with Claude Desktop?
Start the MCP server, then create or edit `claude_desktop_config.json` with the correct path to the server binary and your `GOOGLE_API_KEY` environment variable, then restart Claude Desktop.
Does Code Summarizer have rate limiting?
Yes, it has a default limit of 60 requests per minute per IP address, which can be configured in the server settings.
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