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gemini-mcp-tool

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

Install / Use

claude mcp add jamubc -- npx -y github:jamubc/gemini-mcp-tool

If the server publishes to npm under a different name, use that package instead — check the repo README.

About this skill
🔌

MCP Server

Model Context Protocol server

Quality Score

88/100

Supported Platforms

Claude Code
Claude Desktop
Gemini CLI

Our assessment of gemini-mcp-tool

gemini-mcp-tool scores 88/100 on our quality scale, 1781st of 4,614 Development & Engineering skills we index (top 39%).

Its MCP Server is 8.5 KB long, well organised into 18 sections with 8 code examples: a thorough specification that gives an agent plenty to work with.

With 2,294 GitHub stars, it is one of the more widely adopted skills in the catalogue.

Substance
29/30
Structure
20/20
Description
15/15
Adoption
14/20
Freshness
11/15

Maintenance, license and trust

  • The repository was last updated about 4 months ago. That is recent enough to be usable, but agent tooling moves fast, so check the instructions against your agent's current version.
  • Our last check on 2026-10-17 found the source still online.
  • No license is declared. By default that means all rights are reserved: you can read it, but reusing or redistributing it is not clearly permitted. Ask the author before building on it commercially.
  • Its trust signals score 86/100, with 1 caution from licensing, adoption, age or documentation. These come from repository metadata, not a code audit — read the skill file before letting an agent act on it.

Safety scan

No issues found

Our scan of the whole file found no instruction hijacking, hidden characters, credential access, data exfiltration or destructive commands (1 minor note below). An AI review of the same text found nothing harmful.

  • noteInstalls by piping a downloaded script into a shellline 37
    curl -fsSL https://antigravity.google/cli/install.sh | bash # macOS / Linux

AI review by kimi-k2.7-code on 2026-09-24. Automated pattern scan on 2026-09-24. It catches known dangerous patterns, not every risk — read a skill before letting an agent act on it.

gemini-mcp-tool compared with similar skills

All 4 of these similar skills score higher than gemini-mcp-tool; compare them before choosing.

SkillScoreStarsUpdatedFormat
gemini-mcp-tool (this skill)by jamubc882.3k4mo agoMCP Server
taste-skillby Leonxlnx100111.0k1d agoCLAUDE.md
Agent-Reachby Panniantong100109.5k1d agoCLAUDE.md
headroomby headroomlabs-ai10079.0ktodayCLAUDE.md
ai-job-searchby ai-job-search-dev10070.0ktodayCLAUDE.md

Frequently asked questions

How do I install gemini-mcp-tool?
Run claude mcp add jamubc -- npx -y github:jamubc/gemini-mcp-tool. The install tabs above show the steps for each supported agent.
Which AI agents does gemini-mcp-tool work with?
It is written for Claude Code, Claude Desktop and Gemini CLI, as a MCP Server file. Other agents that read the same format can often use it too.
Is gemini-mcp-tool safe to use?
Our scan of the whole file found no instruction hijacking, hidden characters, credential access, data exfiltration or destructive commands (1 minor note below). An AI review of the same text found nothing harmful. It declares no license and scores 86/100 on trust signals. Skills are instructions an agent will follow, so read the file before installing it and do not approve commands you do not understand.
Is gemini-mcp-tool still maintained?
The repository was last updated about 4 months ago. That is recent enough to be usable, but agent tooling moves fast, so check the instructions against your agent's current version.

Gemini MCP Tool

<div align="center">

GitHub Release npm version npm downloads License: MIT Open Source

</div>

📚 View Full Documentation - Search me!, Examples, FAQ, Troubleshooting, Best Practices

This is a simple Model Context Protocol (MCP) server that allows AI assistants to interact with the Gemini CLI. It enables the AI to leverage the power of Gemini's massive token window for large analysis, especially with large files and codebases using the @ syntax for direction.

  • Ask gemini natural questions, through claude or Brainstorm new ideas in a party of 3!
<a href="https://glama.ai/mcp/servers/@jamubc/gemini-mcp-tool"> <img width="380" height="200" src="https://glama.ai/mcp/servers/@jamubc/gemini-mcp-tool/badge" alt="Gemini Tool MCP server" /> </a>

TLDR: Claude + Gemini(Google Antigravity CLI)

Goal: Use Gemini's powerful analysis capabilities directly in Claude Code to save tokens and analyze large files.

Prerequisites

<details> <summary>🚀 <strong>Important: Gemini CLI is retired. This tool now defaults to Antigravity CLI (`agy`)</strong></summary>

On 2026-06-18, Google retired the Gemini CLI for free, Google AI Pro, and Google AI Ultra users (and individual Gemini Code Assist / GitHub-org users). Its successor is the Antigravity CLI (agy). See Google's announcement.

From 2026-06-18 this tool selects the agy backend automatically. If you are on an affected tier, just install agy:

curl -fsSL https://antigravity.google/cli/install.sh | bash   # macOS / Linux

Then run agy once to sign in. Nothing else to change.

Enterprise / Standard-license or paid-API-key user? Your Gemini CLI access is unaffected by the retirement. To keep using it, set one env var on the MCP server:

GEMINI_MCP_BACKEND=gemini

| Variable | Purpose | | --- | --- | | GEMINI_MCP_BACKEND | gemini or agy/antigravity. Unset uses the date-aware default (agy from 2026-06-18). | | AGY_CLI_PATH | Full path to the agy binary if it isn't on the server's PATH. | | GEMINI_MCP_TIMEOUT | Overall CLI run timeout in minutes (default 45). |

The agy backend is experimental: print mode is Gemini 3.5 Flash-only, replies come from agy's stdout (transcript recovery only as a fallback), and tool execution isn't sandboxed in -p. The tool emits a notice when a requested model/sandbox can't be honored, and surfaces agy's own errors (quota, auth) verbatim. Full analysis: docs/migration/antigravity-cli.md.

</details>

Before using this tool, ensure you have:

  1. Node.js (v16.0.0 or higher)
  2. Google Gemini CLI installed and configured

One-Line Setup

claude mcp add gemini-cli -- npx -y gemini-mcp-tool
<details> <summary>For Windows users</summary>

Use -- y instead of -y:

claude mcp add gemini-cli -- npx -- y gemini-mcp-tool
</details>

Verify Installation

Type /mcp inside Claude Code to verify the gemini-cli MCP is active.


Alternative: Import from Claude Desktop

If you already have it configured in Claude Desktop:

  1. Add to your Claude Desktop config:
"gemini-cli": {
  "command": "npx",
  "args": ["-y", "gemini-mcp-tool"]
}
  1. Import to Claude Code:
claude mcp add-from-claude-desktop

Configuration

Register the MCP server with your MCP client:

For NPX Usage (Recommended)

Add this configuration to your Claude Desktop config file:

{
  "mcpServers": {
    "gemini-cli": {
      "command": "npx",
      "args": ["-y", "gemini-mcp-tool"]
    }
  }
}

For Global Installation

If you installed globally, use this configuration instead:

{
  "mcpServers": {
    "gemini-cli": {
      "command": "gemini-mcp"
    }
  }
}

Configuration File Locations:

  • Claude Desktop:
    • macOS: ~/Library/Application Support/Claude/claude_desktop_config.json
    • Windows: %APPDATA%\Claude\claude_desktop_config.json
    • Linux: ~/.config/claude/claude_desktop_config.json

After updating the configuration, restart your terminal session.

Example Workflow

  • Natural language: "use gemini to explain index.html", "understand the massive project using gemini", "ask gemini to search for latest news"
  • Claude Code: Type /gemini-cli and commands will populate in Claude Code's interface.

Usage Examples

With File References (using @ syntax)

  • ask gemini to analyze @src/main.js and explain what it does
  • use gemini to summarize @. the current directory
  • analyze @package.json and tell me about dependencies

General Questions (without files)

  • ask gemini to search for the latest tech news
  • use gemini to explain div centering
  • ask gemini about best practices for React development related to @file_im_confused_about

Using Gemini CLI's Sandbox Mode (-s)

The sandbox mode allows you to safely test code changes, run scripts, or execute potentially risky operations in an isolated environment.

  • use gemini sandbox to create and run a Python script that processes data
  • ask gemini to safely test @script.py and explain what it does
  • use gemini sandbox to install numpy and create a data visualization
  • test this code safely: Create a script that makes HTTP requests to an API

Tools (for the AI)

These tools are designed to be used by the AI assistant.

  • ask-gemini: Asks Google Gemini for its perspective. Can be used for general questions or complex analysis of files.
    • prompt (required): The analysis request. Use the @ syntax to include file or directory references (e.g., @src/main.js explain this code) or ask general questions (e.g., Please use a web search to find the latest news stories).
    • model (optional): The Gemini model to use. Defaults to gemini-2.5-pro.
    • sandbox (optional): Set to true to run in sandbox mode for safe code execution.
  • sandbox-test: Safely executes code or commands in Gemini's sandbox environment. Always runs in sandbox mode.
    • prompt (required): Code testing request (e.g., Create and run a Python script that... or @script.py Run this safely).
    • model (optional): The Gemini model to use.
  • Ping: A simple test tool that echoes back a message.
  • Help: Shows the Gemini CLI help text.

Slash Commands (for the User)

You can use these commands directly in Claude Code's interface (compatibility with other clients has not been tested).

  • /analyze: Analyzes files or directories using Gemini, or asks general questions.
    • prompt (required): The analysis prompt. Use @ syntax to include files (e.g., /analyze prompt:@src/ summarize this directory) or ask general questions (e.g., /analyze prompt:Please use a web search to find the latest news stories).
  • /sandbox: Safely tests code or scripts in Gemini's sandbox environment.
    • prompt (required): Code testing request (e.g., /sandbox prompt:Create and run a Python script that processes CSV data or /sandbox prompt:@script.py Test this script safely).
  • /help: Displays the Gemini CLI help information.
  • /ping: Tests the connection to the server.
    • message (optional): A message to echo back.

Contributing

Contributions are welcome! Please see our Contributing Guidelines for details on how to submit pull requests, report issues, and contribute to the project.

License

This project is licensed under the MIT License. See the LICENSE file for details.

Disclaimer: This is an unofficial, third-party tool and is not affiliated with, endorsed, or sponsored by Google.

Related Skills

View on GitHub
GitHub Stars2.3k
CategoryDevelopment
Updated3mo ago
Forks204

Languages

TypeScript

Trust signals

86/100

From repository metadata: license, adoption, age and documentation. Not a code audit — see the Safety scan above for what the skill file itself contains.

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