MCP Servers Ranking

A collection of MCP servers.

Model Context Protocol Servers

Context7 MCP Server -- Up-to-date code documentation for LLMs and AI code editors

Playwright MCP server

GitHub's official MCP Server

🚀 The fast, Pythonic way to build MCP servers and clients.

A powerful coding agent toolkit providing semantic retrieval and editing capabilities (MCP server & other integrations)

This open-source curriculum introduces the fundamentals of Model Context Protocol (MCP) through real-world, cross-language examples in .NET, Java, TypeScript, JavaScript, Rust and Python. Designed for developers, it focuses on practical techniques for building modular, scalable, and secure AI workflows from session setup to service orchestration.

MCP server to provide Figma layout information to AI coding agents like Cursor

Expose your FastAPI endpoints as Model Context Protocol (MCP) tools, with Auth!

The power of Claude Code / GeminiCLI / CodexCLI + [Gemini / OpenAI / OpenRouter / Azure / Grok / Ollama / Custom Model / All Of The Above] working as one.

Chrome MCP Server is a Chrome extension-based Model Context Protocol (MCP) server that exposes your Chrome browser functionality to AI assistants like Claude, enabling complex browser automation, content analysis, and semantic search.

The fullstack MCP framework to develop MCP Apps for ChatGPT / Claude & MCP Servers for AI Agents.

Visual testing tool for MCP servers

Official MCP Servers for AWS

A Go implementation of the Model Context Protocol (MCP), enabling seamless integration between LLM applications and external data sources and tools.

Build effective agents using Model Context Protocol and simple workflow patterns

MCP Server for Ghidra

Put an end to code hallucinations! GitMCP is a free, open-source, remote MCP server for any GitHub project

HexStrike AI MCP Agents is an advanced MCP server that lets AI agents (Claude, GPT, Copilot, etc.) autonomously run 150+ cybersecurity tools for automated pentesting, vulnerability discovery, bug bounty automation, and security research. Seamlessly bridge LLMs with real-world offensive security capabilities.

A community driven registry service for Model Context Protocol (MCP) servers.

Unity MCP acts as a bridge, allowing AI assistants (like Claude, Cursor) to interact directly with your Unity Editor via a local MCP (Model Context Protocol) Client. Give your LLM tools to manage assets, control scenes, edit scripts, and automate tasks within Unity.

A polyglot document intelligence framework with a Rust core. Extract text, metadata, and structured information from PDFs, Office documents, images, and 76+ formats. Available for Rust, Python, Ruby, Java, Go, PHP, Elixir, C#, TypeScript (Node/Bun/Wasm/Deno)- or use via CLI, REST API, or MCP server.

MCP 资源精选， MCP指南，Claude MCP，MCP Servers, MCP Clients

Browser MCP is a Model Context Provider (MCP) server that allows AI applications to control your browser

🔥 Official Firecrawl MCP Server - Adds powerful web scraping and search to Cursor, Claude and any other LLM clients.

This is MCP server for Claude that gives it terminal control, file system search and diff file editing capabilities

WhatsApp MCP server

Playwright Model Context Protocol Server - Tool to automate Browsers and APIs in Claude Desktop, Cline, Cursor IDE and More 🔌

Awesome MCP Servers - A curated list of Model Context Protocol servers

A Model Context Protocol (MCP) server and CLI that provides tools for agent use when working on iOS and macOS projects.

Use any LLMs (Large Language Models) for Deep Research. Support SSE API and MCP server.

MCP Server for Computer Use in Windows

MCP server for Atlassian tools (Confluence, Jira)

It's like v0 but in your Cursor/WindSurf/Cline. 21st dev Magic MCP server for working with your frontend like Magic

The official C# SDK for Model Context Protocol servers and clients. Maintained in collaboration with Microsoft.

The official Go SDK for Model Context Protocol servers and clients. Maintained in collaboration with Google.

Official Notion MCP Server

A Model Context Protocol (MCP) server that provides structured spec-driven development workflow tools for AI-assisted software development, featuring a real-time web dashboard and VSCode extension for monitoring and managing your project's progress directly in your development environment.

Exa MCP for web search and web crawling!

🤖 A visualization mcp & skills contains 25+ visual charts using @antvis. Using for chart generation and data analysis.

A curated list of Model Context Protocol (MCP) servers

Model Context Protocol Server for Mobile Automation and Scraping (iOS, Android, Emulators, Simulators and Real Devices)

Enhanced MCP server for interactive user feedback and command execution in AI-assisted development, featuring dual interface support (Web UI and Desktop Application) with intelligent environment detection and cross-platform compatibility.

A Model Context Protocol server for Excel file manipulation

Model Context Protocol(MCP) 编程极速入门

Laravel-focused MCP server for augmenting your AI powered local development experience.

The official Java SDK for Model Context Protocol servers and clients. Maintained in collaboration with Spring AI

Allow LLMs to control a browser with Browserbase and Stagehand

The official Rust SDK for the Model Context Protocol

Collection of apple-native tools for the model context protocol.

A TypeScript framework for building MCP servers.

MCP server that interacts with Obsidian via the Obsidian rest API community plugin

A mcp server to allow LLMS gain context about shadcn ui component structure,usage and installation,compaitable with react,svelte 5,vue & React Native

Catalog of official Microsoft MCP (Model Context Protocol) server implementations for AI-powered data access and tool integration

Peekaboo is a macOS CLI & optional MCP server that enables AI agents to capture screenshots of applications, or the entire system, with optional visual question answering through local or remote AI models.

MCP server for Grafana

A Model Context Protocol server for converting almost anything to Markdown

A Model Context Protocol server for searching and analyzing arXiv papers

Zero-dependency, token-efficient database MCP server for Postgres, MySQL, SQL Server, MariaDB, SQLite.

ChatMCP is an AI chat client implementing the Model Context Protocol (MCP).

A powerful Model Context Protocol (MCP) server that provides an all-in-one solution for public web access.

🧩 MCP Gateway - A lightweight gateway service that instantly transforms existing MCP Servers and APIs into MCP servers with zero code changes. Features Docker deployment and management UI, requiring no infrastructure modifications.

Completely free, private, UI based Tech Documentation MCP server. Designed for coders and software developers in mind. Easily integrate into Cursor, Windsurf, Cline, Roo Code, Claude Desktop App

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

The official MCP server implementation for the Perplexity API Platform

MCP server for interfacing with Godot game engine. Provides tools for launching the editor, running projects, and capturing debug output.

directory for Awesome MCP Servers

The open-source RAG platform: built-in citations, deep research, 22+ file formats, partitions, MCP server, and more.

A unified hub for centrally managing and dynamically orchestrating multiple MCP servers/APIs into separate endpoints with flexible routing strategies

Next Generation Agentic Proxy for AI Agents and MCP servers

A Unified MCP Server Management App (MCP Manager).

Test & Debug MCP servers, ChatGPT apps, and MCP Apps (ext-apps)

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.

Desktop Extensions: One-click local MCP server installation in desktop apps

Official repo for spec & SDK of MCP Apps protocol - standard for UIs embedded AI chatbots, served by MCP servers

Open-source meeting transcription API for Google Meet, Microsoft Teams & Zoom. Auto-join bots, real-time WebSocket transcripts, MCP server for AI agents. Self-host or use hosted SaaS.

MCP server for interacting with the iOS simulator

A Model Context Protocol (MCP) server for creating, reading, and manipulating Microsoft Word documents. This server enables AI assistants to work with Word documents through a standardized interface, providing rich document editing capabilities.

ToolHive makes deploying MCP servers easy, secure and fun

Security scanner for AI agents, MCP servers and agent skills.

MCP server and Claude plugin for Postgres skills and documentation. Helps AI coding tools generate better PostgreSQL code.

MCP server that provides tools and resources for interacting with n8n API

A CLI host application that enables Large Language Models (LLMs) to interact with external tools through the Model Context Protocol (MCP).

Control Gmail, Google Calendar, Docs, Sheets, Slides, Chat, Forms, Tasks, Search & Drive with AI - Comprehensive Google Workspace / G Suite MCP Server & CLI Tool

A MCP (Model Context Protocol) server for PowerPoint manipulation using python-pptx. This server provides tools for creating, editing, and manipulating PowerPoint presentations through the MCP protocol.

Zotero MCP: Connects your Zotero research library with Claude and other AI assistants via the Model Context Protocol to discuss papers, get summaries, analyze citations, and more.

Skills, MCP servers, Custom Agents, Agents.md for SDKs to ground Coding Agents

An MCP server that installs other MCP servers for you

Official Linear integration for MCP agents.

A command-line interface for interacting with MCP (Model Context Protocol) servers using both stdio and HTTP transport.

MultiAgentPPT 是一个集成了 A2A（Agent2Agent）+ MCP（Model Context Protocol）+ ADK（Agent Development Kit） 架构的智能化演示文稿生成系统，支持通过多智能体协作和流式并发机制

Enable AI assistant clients like Cursor, Windsurf and Claude Desktop to control Unreal Engine through natural language using the Model Context Protocol (MCP).

The most powerful MCP Slack Server with no permission requirements, Apps support, GovSlack, DMs, Group DMs and smart history fetch logic.

Official Microsoft Learn MCP Server – powering LLMs and AI agents with real-time, trusted Microsoft docs & code samples.

The official PHP SDK for Model Context Protocol servers and clients. Maintained in collaboration with The PHP Foundation.

Model Context Protocol (MCP) plugin to connect with Unity Editor — designed for Cursor, Claude Code, Codex, Windsurf and other IDEs

Complete tutorial materials for building MCP servers with Docker - from NetworkChuck's video

MCP Server for kubernetes management commands

The MCP server for Azure DevOps, bringing the power of Azure DevOps directly to your agents.

Plugin for JADX to integrate MCP server

Official MiniMax Model Context Protocol (MCP) server that enables interaction with powerful Text to Speech, image generation and video generation APIs.

The official Kotlin SDK for Model Context Protocol servers and clients. Maintained in collaboration with JetBrains

The official Swift SDK for Model Context Protocol servers and clients.

📖 MCP server for fetch deepwiki.com and get latest knowledge in Cursor and other Code Editors

Damn Vulnerable MCP Server

Production ready MCP server with real-time search, extract, map & crawl.

The Terraform MCP Server provides seamless integration with Terraform ecosystem, enabling advanced automation and interaction capabilities for Infrastructure as Code (IaC) development.

An official Qdrant Model Context Protocol (MCP) server implementation

A Model Context Protocol server that provides read-only access to MySQL databases. This server enables LLMs to inspect database schemas and execute read-only queries.

An MCP server that autonomously evaluates web applications.

The official ElevenLabs MCP server

Model Context Protocol (MCP) server for Kubernetes and OpenShift

The Azure MCP Server, bringing the power of Azure to your agents.

Write Model Context Protocol servers in few lines of go code. Docs at https://mcpgolang.com . Created by https://metoro.io

The official TanStack CLI - Project Scaffolding, MCP Server, Agent Skills Installation, etc

Agent-MCP is a framework for creating multi-agent systems that enables coordinated, efficient AI collaboration through the Model Context Protocol (MCP). The system is designed for developers building AI applications that benefit from multiple specialized agents working in parallel on different aspects of a project.

A macOS app that provides an MCP server to your Messages, Contacts, Reminders and more

A Ruby Implementation of the Model Context Protocol

A Model Context Protocol (MCP) server that enables secure interaction with MySQL databases

Claude Code as one-shot MCP server to have an agent in your agent.

A curated list of Plugins that let you extend Claude Code with custom commands, agents, hooks, and MCP servers through the plugin system.

A desktop MCP client designed as a tool unitary utility integration, accelerating AI adoption through the Model Context Protocol (MCP) and enabling cross-vendor LLM API orchestration.

AI-powered bridge connecting LLMs and advanced AI agents to the Unity Editor via the Model Context Protocol (MCP). Chat with AI to generate code, debug errors, and automate game development tasks directly within your project.

🤖 A comprehensive task management system specifically designed for AI assistants. Supports project management, task tracking, team collaboration, and seamless AI integration through MCP (Model Context Protocol). Built with modern tech stack including React, Flask, and Docker. Try it now at https://todo4ai.org/

Grounded Docs MCP Server: Open-Source Alternative to Context7, Nia, and Ref.Tools

MCP server for Apple Developer Documentation - Search iOS/macOS/SwiftUI/UIKit docs, WWDC videos, Swift/Objective-C APIs & code examples in Claude, Cursor & AI assistants

文颜 MCP Server 可以让 AI 自动将 Markdown 文章排版后发布至微信公众号。

Model Context Protocol for WinDBG

MCP server for NotebookLM - Let your AI agents (Claude Code, Codex) research documentation directly with grounded, citation-backed answers from Gemini. Persistent auth, library management, cross-client sharing. Zero hallucinations, just your knowledge base.

Connect AI models like Claude & GPT with robots using MCP and ROS.

A Model Context Protocol (MCP) server for Gmail integration in Claude Desktop with auto authentication support. This server enables AI assistants to manage Gmail through natural language interactions.

Query and Summarize your chat messages.

A curated list of Model Context Protocol (MCP) servers

A remote Cloudflare MCP server boilerplate with user authentication and Stripe for paid tools.

Remote MCP Servers

The ultimate all-in-one guide to mastering Claude Code. From setup, prompt engineering, commands, hooks, workflows, automation, and integrations, to MCP servers, tools, and the BMAD method—packed with step-by-step tutorials, real-world examples, and expert strategies to make this the global go-to repo for Claude mastery.

A repository of servers and clients from the Model Context Protocol tutorials

MCP server for fetch web page content using Playwright headless browser.

Creates short videos for TikTok, Instagram Reels, and YouTube Shorts using the Model Context Protocol (MCP) and a REST API.

🚀MCP server for accessing RedNote(XiaoHongShu, xhs).

The Unofficial and Awesome Home Assistant MCP Server

Bridge between Ollama and MCP servers, enabling local LLMs to use Model Context Protocol tools

A curated list of awesome MCP servers focused on DevOps tools and capabilities.

A model context protocol server to work with JetBrains IDEs: IntelliJ, PyCharm, WebStorm, etc. Also, works with Android Studio

This MCP server allows Claude and other AI assistants to access your LinkedIn. Scrape LinkedIn profiles, companies and jobs, and perform job searches.

A Model Context Protocol server to connect to MongoDB databases and MongoDB Atlas Clusters.

🪐 🔧 Model Context Protocol (MCP) Server for Jupyter.

Neo4j Labs Model Context Protocol servers

Lighweight CLI to interact with MCP servers

A framework for writing MCP (Model Context Protocol) servers in Typescript

MCP server helping models to understand your Vite/Nuxt app better.

CLI MCP package manager & registry for all platforms and all clients. Search & configure MCP servers. Advanced Router & Profile features.

HiMarket is an enterprise-level "AI Capability Marketplace and Developer Ecosystem Hub." It is not merely a simple aggregation of traditional APIs, but rather a comprehensive platform that packages, publishes, manages, and operates core AI assets such as enterprise Model APIs, MCP Servers, Agent APIs, etc., through standardized product formats.

Allow AI to wade through complex OpenAPIs using Simple Language

An MCP server plus a CLI tool that indexes local code into a graph database to provide context to AI assistants.

A Model Context Protocol (MCP) server implementation for remote memory bank management, inspired by Cline Memory Bank.

A concise list for mcp servers

📦️ A fast, secure MCP server that extends its capabilities through WebAssembly plugins.

A Model Context Protocol (MCP) server that reads and writes MS Excel data

Stripe MCP server for agentic payments.

A Model Context Protocol (MCP) server for Kubernetes. Install: npx kubectl-mcp-server or pip install kubectl-mcp-server

An MCP server for interacting with the Financial Datasets stock market API.

Scan MCP servers for potential threats & security findings.

A Model Context Protocol (MCP) server that provides web search capabilities through DuckDuckGo, with additional features for content fetching and parsing.

The Apify MCP server enables your AI agents to extract data from social media, search engines, maps, e-commerce sites, or any other website using thousands of ready-made scrapers, crawlers, and automation tools available on the Apify Store.

Core PHP implementation for the Model Context Protocol (MCP) server

Query MCP enables end-to-end management of Supabase via chat interface: read & write query executions, management API support, automatic migration versioning, access to logs and much more.

Production-Ready MCP Server Framework • Build, deploy & scale secure AI agent infrastructure • Includes Auth, Observability, Debugger, Telemetry & Runtime • Run real-world MCPs powering AI Agents

Browse the web, directly from Cursor etc.

Model Context Protocol (MCP) that allows LLMs to use QGIS Desktop

MCP server enabling persistent memory for Claude through a local knowledge graph - fork focused on local development

A Model Context Protocol (MCP) server that helps large language models index, search, and analyze code repositories with minimal setup

Native macOS client for Model Context Protocol (MCP)

Codebase intelligence for AI. Detects patterns & conventions + remembers decisions across sessions. MCP server for any IDE. Offline CLI.

This is the official repository for submitting MCP servers to be included in Cline's MCP Marketplace. If you’ve built an MCP server and want it to be discoverable and easily installable by millions of developers using Cline, submit your server here.

Context Portal (ConPort): A memory bank MCP server building a project-specific knowledge graph to supercharge AI assistants. Enables powerful Retrieval Augmented Generation (RAG) for context-aware development in your IDE.

MCP server and CLI tool for searching and downloading documents from Anna's Archive

Telegram MCP server powered by Telethon to let MCP clients read chats, manage groups, and send/modify messages, media, contacts, and settings.

A MCP server implementation for hyperbrowser

The official Ruby SDK for the Model Context Protocol.

MCP server for semantic code research and context generation on real-time using LLM patterns | Search naturally across public & private repos based on your permissions | Transform any accessible codebase/s into AI-optimized knowledge on simple and complex flows | Find real implementations and live docs from anywhere

This is a 12306 ticket search server based on the Model Context Protocol (MCP).

Draw.io Model Context Protocol (MCP) Server

just-prompt is an MCP server that provides a unified interface to top LLM providers (OpenAI, Anthropic, Google Gemini, Groq, DeepSeek, and Ollama)

🤖🕰️ An MCP server that gives language models temporal awareness and time calculation abilities. Teaching AI the significance of the passage of time through collaborative tool development.

This MCP server integrates with your Google Drive and Google Sheets, to enable creating and modifying spreadsheets.

A flexible HTTP fetching Model Context Protocol server.

基于Anduin2017 / HowToCook （程序员在家做饭指南）的mcp server

An MCP server to run AppleScript and JXA (JavaScript for Automation) to macOS.

LangGraph-powered ReAct agent with Model Context Protocol (MCP) integration. A Streamlit web interface for dynamically configuring, deploying, and interacting with AI agents capable of accessing various data sources and APIs through MCP tools.

gcloud MCP server

Rapidly build MCP servers for your Laravel applications.

MCP server for Docker

An MCP server that provides control over Android devices via adb

Go-MCP is a powerful Go(Golang) version of the MCP SDK that implements the Model Context Protocol (MCP) to facilitate seamless communication between external systems and AI applications.

🔥🔒 Awesome MCP (Model Context Protocol) Security 🖥️

MCP server for long term agent memory with Mem0. Also useful as a template to get you started building your own MCP server with Python!

WHartTest 是基于 Django REST Framework 与现代大模型技术打造的 AI 驱动测试自动化平台。平台聚合自然语言理解、知识库检索与嵌入搜索能力，结合 LangChain 与 MCP（Model Context Protocol） 工具调用，实现从需求到可执行测试用例的自动化生成与管理，帮助测试团队提升效率与覆盖率。

EnrichMCP is a python framework for building data driven MCP servers

A simple MCP server for Obsidian

提取抖音无水印视频链接，视频文案，douyin-mcp-server，mcp，claude skill

A MCP server for using Semgrep to scan code for security vulnerabilities.

MCP Server For Turkish Legal Databases

mem-agent mcp server

Go server implementing Model Context Protocol (MCP) for filesystem operations.

Convert Any OpenAPI V3 API to MCP Server

DeMCP is the first Decentralized MCP network, offering SSE proxies for MCP services and mainstream LLMs, tackling trust and security with TEE and blockchain.

A local Apple Documentation crawler and MCP server. Written in Swift.

A NestJS module to effortlessly create Model Context Protocol (MCP) servers for exposing AI tools, resources, and prompts.

An MCP adapter that bridges the Abilities API to the Model Context Protocol, enabling MCP clients to discover and invoke WordPress plugin, theme, and core abilities programmatically.

An MCP server for interacting with Sentry via LLMs.

A lightweight Model Context Protocol (MCP) server for safe Obsidian vault access

Overture is an open-source, locally running web interface delivered as an MCP (Model Context Protocol) server that visually maps out the execution plan of any AI coding agent as an interactive flowchart/graph before the agent begins writing code.

Easily spin up an MCP Server on Next.js, Nuxt, Svelte, and more

MCP server providing seamless access to Apple Developer Documentation with smart search and wildcard support

A simple, locally hosted Web Search MCP server for use with Local LLMs

MCP server integration for DaVinci Resolve

MCP for Security: A collection of Model Context Protocol servers for popular security tools like SQLMap, FFUF, NMAP, Masscan and more. Integrate security testing and penetration testing into AI workflows.

MCP server for interacting with Neon Management API and databases

A comprehensive collection of Model Context Protocol (MCP) servers

A Playwright-based Node.js tool that bypasses search engine anti-scraping mechanisms to execute Google searches. Local alternative to SERP APIs with MCP server integration.

A text-based user interface (TUI) client for interacting with MCP servers using Ollama. Features include agent mode, multi-server, model switching, streaming responses, tool management, human-in-the-loop, thinking mode, model params config, MCP prompts, custom system prompt and saved preferences. Built for developers working with local LLMs.

A MCP server for Home Assistant

Vite plugin that enables a MCP server helping models to understand your Vue app better.

Security scanner for MCP servers

MCP server to deploy apps to Cloud Run

MCP server to manage Facebook and Instagram Ads (Meta Ads)

Install, manage and develop MCP servers and skills for agents

A Model Context Protocol server that executes commands in the current iTerm session - useful for REPL and CLI assistance

📄 Production-ready MCP server for PDF processing - 5-10x faster with parallel processing and 94%+ test coverage

A tool that converts OpenAPI specifications to MCP server

Alpaca’s official MCP Server lets you trade stocks, ETFs, crypto, and options, run data analysis, and build strategies in plain English directly from your favorite LLM tools and IDEs

MCP server that integrates the LINE Messaging API to connect an AI Agent to the LINE Official Account.

An MCP server to query any Postgres database in natural language.

Persistent memory system for AI coding agents. Agent-agnostic Go binary with SQLite + FTS5, MCP server, HTTP API, CLI, and TUI.

微信读书MCP

A Model Context Protocol server for IDA

MCP server for querying Apple Health data with natural language and SQL

Universal MCP-Server for your Databases optimized for LLMs and AI-Agents.

MCP Server and CLI for accessing Work IQ

Awesome Claude Code plugins — a curated list of slash commands, subagents, MCP servers, and hooks for Claude Code

MCP Server for Metasploit

Official data.gouv.fr Model Context Protocol (MCP) server that allows AI chatbots to search, explore, and analyze datasets from the French national Open Data platform, directly through conversation.

A Ruby gem implementation of a Model Context Protocol (MCP) server for Rails projects. This server allows LLMs (Large Language Models) to interact with Rails projects through the Model Context Protocol.

Yes Mcp server in bash

MCP server for document format conversion using pandoc.

MCP Server for Burp

MCP Server for Turkish & American Stock Exchange and Fund Data

A Model Context Protocol (MCP) server implementation that provides database capabilities for Chroma

一款全面的、便捷的cocos creator AI MCP服务插件，适用于3.8.0以上cocos版本，一键安装，一键启动。A comprehensive and convenient cocos creator AI MCP service plug-in, suitable for cocos versions above 3.8.0, one-click installation and one-click start.

A MCP (Model Context Protocol) server for interacting with dbt.

A Model-Context Protocol Server for YouTube

A Model Context Protocol (MCP) server for interacting with Microsoft 365 and Office services through the Graph API

AI assistant integration for n8n workflow automation through Model Context Protocol (MCP). Connect Claude Desktop, ChatGPT, and other AI assistants to n8n for natural language workflow management.

A Minecraft MCP Server powered by Mineflayer API. It allows to control a Minecraft character in real-time, allowing AI assistants to build structures, explore the world, and interact with the game environment through natural language instruction