Best Google Gemini MCP Servers
Google Gemini is Google's generative AI model and conversational assistant that combines text, code, images, audio, and video to deliver multimodal AI capabilities powered by Google's advanced large language models.
Why this server?
Provides LLM extraction capabilities using Google Gemini models to extract structured information from crawled web content.
AsecurityAlicenseAqualityCrawl any website into clean Markdown, search through pages, read full content, and extract structured data using OpenAI, Claude, Gemini, or Grok — with auto-citation and resume support.Last updated a day ago951MITWhy this server?
Utilizes the Google Gemini AI API to generate high-quality blog cover images from text prompts.
AsecurityAlicenseAqualityAn MCP server that generates high-quality blog cover images using Google Gemini AI and automatically uploads them to Qiniu Cloud storage. It provides automated WebP conversion and compression to deliver optimized CDN URLs for generated images.Last updated 20 days ago310MITWhy this server?
Provides access to Gemini 2.5 Pro and 2.5 Flash models with a free tier (1M tokens/day), optimized for generation tasks and long-context processing.
AsecurityAlicenseAqualityRoutes your AI tasks to the best available model across 20+ providers — automatically selecting based on task type, budget, and subscription pressure. Supports text, image, video, and audio with built-in cost optimization and fallback chains.Last updated 2 hours ago309MITWhy this server?
Provides image generation capabilities using Google's Gemini AI models with customizable parameters like style and temperature
AsecurityAlicense-qualityA server that enables Claude Desktop to generate images using Google's Gemini AI models through the Model Context Protocol (MCP).Last updated 4 months ago31015117MITWhy this server?
Supports Google Gemini models as an LLM provider for multi-agent genomic analysis and variant interpretation tasks.
AsecurityAlicenseAqualityUpload your raw DNA file from 23andMe, AncestryDNA, MyHeritage, FamilyTreeDNA, or any VCF -- and watch a team of AI agents fan out across 16+ public genomics databases, share discoveries with each other in real time, and produce a comprehensive health report. Everything runs on your machine. Nothing is uploaded anywhere.Last updated a day ago2412MITWhy this server?
Provides AI-powered survey comment analysis using Gemini API for automated issue detection and improvement recommendations in survey data
AsecurityAlicense-qualityAnalyzes survey comments from CSV files using morphological analysis and AI to generate interactive HTML dashboards with word clouds, keyword rankings, and actionable insights in Japanese or English.Last updated 6 months ago42MITWhy this server?
Supports Google Gemini models for controlling TCP hardware devices using natural language
AsecurityAlicense-qualityA bridge connecting physical hardware with AI large language models through the Model Context Protocol (MCP), enabling natural language control of TCP devices.Last updated a year ago38MITWhy this server?
Provides AI-powered image generation capabilities through Google's Gemini 2.5 Flash Image model, including file management via the Gemini Files API and smart prompt templates for photography, design, and editing
AsecurityAlicense-qualityA MCP server that provides AI-powered image generation capabilities through Google's Gemini 2.5 Flash Image model.Last updated 14 days ago4265MITWhy this server?
Enables AI assistants to interact with Google's Gemini CLI, allowing for analysis of files, large codebases, brainstorming, and code execution in sandbox mode using Gemini's language models.
AsecurityAlicense-qualityA Windows-compatible Model Context Protocol server that enables AI assistants to interact with Google's Gemini CLI, supporting file analysis, large context windows, and safe code execution.Last updated 8 months ago6258MIT