Code Summarizer

Example Use Cases

• 1

  Read and summarize individual source files on demand without requiring users to paste code snippets.

• 2

  Browse project directory structure and produce batch summaries or high-level overviews of a codebase.

• 3

  Authenticated, rate-limited programmatic access to code and summaries for integration with tools like Claude Desktop, Cursor, or Cline.

Description

This tool recursively scans a project, respects .gitignore, and generates concise summaries of supported source files using Gemini Flash 2.0. It exposes an MCP server (SSE) so LLM clients like Claude Desktop, Cursor, and Cline can browse files, request summaries, and run targeted queries without pasting code. The server includes authentication via API keys, rate limiting, retry/backoff for LLM calls, and configurable summary detail and length. It is designed to make programmatic code exploration and summarization easy to integrate into agent workflows.