Gemini CLI Agent

关于

This project provides a Python-based FastMCP server that serves as a Model Context Protocol (MCP) interface, enabling AI agents like Claude Code or Codex CLI to seamlessly integrate with the Gemini CLI. By exposing a suite of development tools, it allows agents to leverage Gemini's massive context windows and execute a wide range of development operations programmatically, from code generation and analysis to GitHub interactions, streamlining workflows for advanced AI-driven development.

主要功能

• Programmatically call the Gemini CLI with given prompts, handling file/directory mentions.
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• Automate GitHub interactions, including creating issues and pull requests.
• Analyze project dependencies and provide a concise summary for each.
• Generate accurate docstrings for functions or classes within code files.
• Summarize content from documentation files efficiently.

使用案例

• Allow LLM agents to perform code generation and refactoring by interacting with Gemini CLI.
• Automate software development workflows, from issue creation to pull request generation, using AI agents.
• Enable AI assistants to understand and summarize project documentation and dependencies quickly.