GeminiCLIAgentMCP
FreeNot checkedMCP empowering LLM Agents (Claude Code, Codex CLI etc) to integrate with Gemini CLI for it's massive context windows
About
MCP empowering LLM Agents (Claude Code, Codex CLI etc) to integrate with Gemini CLI for it's massive context windows
README
This project is a Python-based FastMCP server that provides a Model Context Protocol (MCP) interface to the Gemini CLI and other development tools. It allows AI agents and other systems to programmatically call the Gemini model and perform various development tasks.
Key Technologies
- Python
- FastMCP
Features
The server exposes a set of tools to interact with the Gemini CLI and perform development tasks:
call_gemini: Calls the Gemini CLI with a given prompt. The Gemini CLI itself handles @-mentions of files and directories.create_github_issue: Creates a new issue in a GitHub repository.create_github_pr: Creates a new pull request in a GitHub repository.summarize_docs: Summarizes the content of a list of documentation files.generate_docstrings: Generates docstrings for functions or classes in a given file.analyze_dependencies: Analyzes a dependency file (requirements.txtorpackage.json) and provides a summary of each dependency.lint_code: Lints a Python or JavaScript file and returns a report of issues.generate_unit_tests: Generates unit tests for a given function or class in a file.
Getting Started
Prerequisites
- Python 3.x
- pip
Installation
- Install the dependencies:
pip install -r requirements.txt
Running the Server
python src/app.py
The server will start on 0.0.0.0:8000 by default.
Development
Conventions
- Code Style: This project uses
pylintfor Python linting. - Dependencies: Project dependencies are managed in
requirements.txt.
License
This project is licensed under the MIT License. See the LICENSE file for details.
Installing GeminiCLIAgentMCP
This server has no published package — it is built from source. Open the repository and follow its README.
▸ github.com/LeeSinLiang/GeminiCLIAgentMCPFAQ
Is GeminiCLIAgentMCP MCP free?
Yes, GeminiCLIAgentMCP MCP is free — one-click install via Unyly at no cost.
Does GeminiCLIAgentMCP need an API key?
No, GeminiCLIAgentMCP runs without API keys or environment variables.
Is GeminiCLIAgentMCP hosted or self-hosted?
Self-hosted: the server runs locally on your machine via the install command above.
How do I install GeminiCLIAgentMCP in Claude Desktop, Claude Code or Cursor?
Open GeminiCLIAgentMCP on unyly.org, pick your client tab (Claude Desktop, Claude Code, Cursor) and press Install — the config is generated automatically, no JSON editing.
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