Skip to main content
Glama
LeeSinLiang

Gemini Agent MCP Server

by LeeSinLiang

Gemini CLI Agent MCP Server

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

Related MCP server: MCP Filesystem Server

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.txt or package.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

  1. 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 pylint for 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.

A
license - permissive license
-
quality - not tested
D
maintenance

Maintenance

Maintainers
Response time
Release cycle
Releases (12mo)
Commit activity

Resources

Unclaimed servers have limited discoverability.

Looking for Admin?

If you are the server author, to access and configure the admin panel.

Related MCP Servers

  • A
    license
    C
    quality
    B
    maintenance
    A Model Context Protocol server that enables AI assistants to interact with Google Gemini CLI, allowing them to leverage Gemini's large token window for analyzing files and codebases using natural language commands.
    Last updated
    5
    1,067
    2,266
    MIT
  • A
    license
    A
    quality
    D
    maintenance
    Provides secure filesystem access for AI models through the Model Context Protocol with strict path validation, file operations, directory management, and system command execution within predefined directories.
    Last updated
    16
    32
    MIT
  • A
    license
    B
    quality
    D
    maintenance
    Provides seamless access to Grok AI models through the Model Context Protocol by wrapping the official Grok CLI, offering tools for general queries, multi-turn conversations, and code generation.
    Last updated
    3
    8
    MIT

View all related MCP servers

Related MCP Connectors

  • Securely search and manage workspace context files for AI agents and teams.

  • A comprehensive Model Context Protocol (MCP) server that enables AI assistants to interact with yo…

  • Operate your Linux servers from your LLM. Every action runs through an auditable allowlist.

View all MCP Connectors

Latest Blog Posts

MCP directory API

We provide all the information about MCP servers via our MCP API.

curl -X GET 'https://glama.ai/api/mcp/v1/servers/LeeSinLiang/GeminiCLIAgentMCP'

If you have feedback or need assistance with the MCP directory API, please join our Discord server