Gemini MCP Server
An MCP server to interact with Google's Gemini AI models, requiring a Gemini API key.
Gemini MCP Server
A powerful MCP (Model Context Protocol) server that brings Google's latest Gemini AI models to your favorite development environment. Access Gemini 2.5's thinking capabilities, vision analysis, embeddings, and more through a seamless integration.
🚀 Works with: Claude Desktop, Cursor, Windsurf, and any MCP-compatible client
🎯 Why use this: Get Gemini's cutting-edge AI features directly in your IDE with full parameter control
📚 Self-documenting: Built-in help system means you never need to leave your editor
Features
- 6 Powerful Tools: Text generation, image analysis, token counting, model listing, embeddings, and self-documenting help
- Latest Gemini Models: Support for Gemini 2.5 series with thinking capabilities
- Advanced Features: JSON mode, Google Search grounding, system instructions, conversation memory
- Full MCP Protocol: Standard stdio communication for seamless integration with any MCP client
- Self-Documenting: Built-in help system - no external docs needed
- TypeScript & ESM: Modern, type-safe implementation
Supported Models
| Model | Context | Features | Best For |
|---|---|---|---|
| gemini-2.5-pro | 2M tokens | Thinking, JSON, Grounding | Complex reasoning |
| gemini-2.5-flash ⭐ | 1M tokens | Thinking, JSON, Grounding | General use |
| gemini-2.5-flash-lite | 1M tokens | Thinking, JSON | Fast responses |
| gemini-2.0-flash | 1M tokens | JSON, Grounding | Standard tasks |
| gemini-1.5-pro | 2M tokens | JSON | Legacy support |
Quick Start
-
Get Gemini API Key
- Visit Google AI Studio
- Create a new API key
- IMPORTANT: Keep your API key secure and never commit it to version control
-
Configure Your MCP Client
Claude Desktop
Config location:
- Mac:
~/Library/Application Support/Claude/claude_desktop_config.json - Windows:
%APPDATA%\Claude\claude_desktop_config.json - Linux:
~/.config/Claude/claude_desktop_config.json
{ "mcpServers": { "gemini": { "type": "stdio", "command": "npx", "args": ["-y", "github:aliargun/mcp-server-gemini"], "env": { "GEMINI_API_KEY": "your_api_key_here" } } } }Cursor
Add to Cursor's MCP settings:
{ "gemini": { "type": "stdio", "command": "npx", "args": ["-y", "github:aliargun/mcp-server-gemini"], "env": { "GEMINI_API_KEY": "your_api_key_here" } } }Windsurf
Configure in Windsurf's MCP settings following their documentation.
Other MCP Clients
Use the standard MCP stdio configuration:
{ "type": "stdio", "command": "npx", "args": ["-y", "github:aliargun/mcp-server-gemini"], "env": { "GEMINI_API_KEY": "your_api_key_here" } } - Mac:
-
Restart Your MCP Client
How to Use
Once configured, you can use natural language in your MCP client to access Gemini's capabilities:
Basic Commands
"Use Gemini to explain quantum computing"
"Analyze this image with Gemini"
"List all Gemini models"
"Get help on using Gemini"
Advanced Examples
"Use Gemini 2.5 Pro with temperature 0.3 to review this code"
"Use Gemini in JSON mode to extract key points with schema {title, summary, tags}"
"Use Gemini with grounding to research the latest in quantum computing"
📖 See the complete Usage Guide for detailed examples and advanced features.
Why Gemini MCP Server?
- Access Latest Models: Use Gemini 2.5 with thinking capabilities - Google's most advanced models
- Full Feature Set: All Gemini API features including JSON mode, grounding, and system instructions
- Easy Setup: One-line npx installation, no complex configuration needed
- Production Ready: Comprehensive error handling, TypeScript types, and extensive documentation
- Active Development: Regular updates with new Gemini features as they're released
Documentation
- Usage Guide - Complete guide on using all tools and features
- Parameters Reference - Detailed documentation of all parameters
- Quick Reference - Quick commands cheat sheet
- Enhanced Features - Detailed list of v4.0.0 capabilities
- Claude Desktop Setup Guide - Detailed setup instructions
- Examples and Usage - Usage examples and advanced configuration
- Implementation Notes - Technical implementation details
- Development Guide - Guide for developers
- Troubleshooting Guide - Common issues and solutions
Local Development
# Clone repository
git clone https://github.com/aliargun/mcp-server-gemini.git
cd mcp-server-gemini
# Install dependencies
npm install
# Set up environment variables
cp .env.example .env
# Edit .env and add your GEMINI_API_KEY
# Start development server
npm run dev
Contributing
Contributions are welcome! Please see our Contributing Guide.
Common Issues
-
Connection Issues
- Ensure your MCP client is properly restarted
- Check the client's logs (e.g.,
~/Library/Logs/Claude/mcp-server-gemini.logfor Claude Desktop on Mac) - Verify internet connection
- See Troubleshooting Guide
-
API Key Problems
- Verify API key is correct
- Check API key has proper permissions
- Ensure the key is set in the environment variable
- See Setup Guide
Security
- API keys are handled via environment variables only
- Never commit API keys to version control
- The
.claude/directory is excluded from git - No sensitive data is logged or stored
- Regular security updates
- If your API key is exposed, regenerate it immediately in Google Cloud Console
License
MIT
संबंधित सर्वर
MCP Riot Server
Integrates with the Riot Games API to provide League of Legends data to AI assistants.
Claude Desktop
An MCP server for managing Kubernetes clusters, configured via an external JSON file.
Hugging Face
Access the Hugging Face Dataset Viewer API to query, explore, search, and analyze machine learning datasets from the Hugging Face Hub.
Open-Meteo
Access global weather forecasts and historical data through the Open-Meteo API.
LLM Bridge MCP
A unified interface to various LLM providers like OpenAI, Anthropic, and Google using Pydantic AI.
CData Paylocity MCP Server
A read-only MCP server by CData that enables LLMs to query live data from Paylocity.
AWS SSO
Interact with AWS resources using Single Sign-On (SSO). Supports SSO login, listing accounts/roles, and executing AWS CLI commands.
InstaPods
Deploy and manage hosting pods from Claude, Cursor, or any MCP client. Localhost to live URL in one step.
Uberall MCP Server
Integrates with the Uberall API to manage business listings, locations, and social media presence.
Remote MCP Server (Authless)
A remote MCP server deployable on Cloudflare Workers, operating without authentication.