AI / ML
| Server | Language | Stars | Downloads |
|---|---|---|---|
| mcp-gateway A plugin-based gateway that orchestrates other MCPs and allows developers to build upon it enterprise-grade agents. | Python | 368 | — |
| mcp-gemini-cli MCP server wrapper for Google's Gemini CLI | TypeScript | — | — |
| mcp-gemini-google-search MCP server for Google Search using Gemini | TypeScript | 79 | — |
| mcp-gemini-prompt-enhancer A Model Context Protocol (MCP) server that provides a prompt optimization service for Large Language Models (LLMs) using Google Gemini, with advanced prompt engineering thanks to 22365_3_Prompt_Engineering_v7.pdf authored by Lee Boonstra | TypeScript | 3 | — |
| mcp-go A Go implementation of the Model Context Protocol (MCP), enabling seamless integration between LLM applications and external data sources and tools. | Go | 8.7k | — |
| mcp-google-ads An MCP tool that connects Google Ads with Claude AI/Cursor and others, allowing you to analyze your advertising data through natural language conversations. This integration gives you access to campaign information, performance metrics, keyword analytics, and ad management—all through simple chat with Claude, Cursor or Windsurf. | Python | 599 | — |
| mcp-graphql Model Context Protocol server for GraphQL | TypeScript | 383 | — |
| mcp-grimoire Grimoire is an intelligent MCP (Model Context Protocol) orchestrator that solves two critical problems in AI-powered development tools: 1. Context Overload 2. Missing Expertise | TypeScript | 1 | — |
| mcp-gsc Google Search Console Insights with Claude AI for SEOs | Python | 814 | — |
| MCPHammer MCP security testing framework for evaluating Model Context Protocol server vulnerabilities | Python | 29 | — |
| mcphawk MCPHawk is a new Logging & Monitoring solution for Model Context Protocol (MCP) traffic, providing deep visibility into MCP client-server interactions. It started off as a mix between Wireshark and mcpinspector, purpose-built for the MCP ecosystem, and is now slowly turning into something more. | Python | 14 | — |
| mcp-headless-gmail Read recent Gmail messages, retrieve full bodies in chunks, and send emails. Operate headlessly with runtime-provided credentials to avoid local setup. Automatically refresh tokens to keep workflows uninterrupted. | — | — | — |
| mcp-hello-world A simple Hello World MCP server | TypeScript | — | — |
| mcp-hierarchical-scraper Crawl websites recursively to build a hierarchical map of pages. Convert HTML into clean, LLM-ready Markdown while stripping boilerplate. Accelerate research, grounding, and retrieval workflows with high-quality web context. | — | — | — |
| mcp-hooks A collection of tools and helpers for creating MCP servers and clients | TypeScript | 8 | — |
| MCP-Host | TypeScript | 1 | — |
| mcp-hub AI-native service orchestration platform. Discover MCP services by capability, chain multi-service workflows at runtime, and authenticate per-user via JWKS/External OAuth | TypeScript | 0 | — |
| mcphub.nvim An MCP client for Neovim that seamlessly integrates MCP servers into your editing workflow with an intuitive interface for managing, testing, and using MCP servers with your favorite chat plugins. | Lua | 1.8k | — |
| MCP Hub — Telegram Access Connect your AI assistant to your Telegram. Browse chats, read and summarize messages. | — | — | — |
| mcp-ical A Model Context Protocol Server that allows you to interact with your MacOS Calendar through natural language. | Python | 310 | — |
| mcp-in-action 极客时间MCP新课已经上线!超2000同学一起开启MCP学习之旅! | Python | 116 | — |
| mcp-instagram MCP server for Instagram | TypeScript | 4 | — |
| MCP Installer Simplifies MCP server installation through natural language commands, handling package management, environment configuration, and automatic Claude Desktop setup without manual editing. | TypeScript | 1.5k | — |
| mcp-jenkins The Model Context Protocol (MCP) is an open-source implementation that bridges Jenkins with AI language models following Anthropic's MCP specification. This project enables secure, contextual AI interactions with Jenkins tools while maintaining data privacy and security. | Python | 120 | — |
| mcp-jetbrains A model context protocol server to work with JetBrains IDEs: IntelliJ, PyCharm, WebStorm, etc. Also, works with Android Studio | JavaScript | 952 | — |