Code Summarizer (Gemini Flash)

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Enables code repository analysis with Gemini Flash 2.0, providing customizable file and directory summarization that respects .gitignore rules for quickly understanding unfamiliar codebases.

Category MCP Servers
Added Mar 28, 2026
Views 48

About

Code Summarizer is an MCP server that enables AI assistants to analyze and summarize code repositories using Google's Gemini Flash 2.0 LLM. It provides tools for summarizing individual files or entire directories, respects .gitignore rules, and supports customizable detail levels. The implementation includes a CLI for standalone use, secure API key management, and integration capabilities with Claude Desktop, Cursor AI, and Cline through exposed resources for accessing code files, directory listings, and generating summaries, making it particularly valuable for developers who want to quickly understand unfamiliar codebases without leaving their AI assistant interface.

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