#351 · Primary category: AI Coding Assistants

gemini-mcp-tool

ai claude cli codebase-analysis file-analysis gemini mcp model-context-protocol npm typescript

MCP server that enables AI assistants to interact with Google Gemini CLI, leveraging Gemini's massive token window for large file analysis and codebase understanding

Project last updated:07/21/26

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Why we included this project

Point an MCP-compliant assistant like Claude Code at a large file or an unfamiliar repository and you'll quickly hit its context ceiling. This server works around that by passing the heavyweight analysis to Gemini, whose larger token window can chew through big files and codebases, then returns the result to your usual assistant. You direct Gemini with an `@` syntax, and the tool now defaults to Google's Antigravity CLI (`agy`) since the Gemini CLI was retired, so it keeps working as the underlying tooling changes. That makes it handy for large refactors, reviewing big diffs, or getting oriented in legacy code you didn't write, without burning your assistant's context budget.

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