Discover the top 100 most popular MCP servers ranked by GitHub stars. For the complete collection, visit our webpage.
The Model Context Protocol (MCP) is an open protocol that enables seamless integration between LLM applications and external data sources and tools. Whether you're building an AI-powered IDE, enhancing a chat interface, or creating custom AI workflows, MCP provides a standardized way to connect LLMs with the context they need.
This repository showcases the top 100 MCP servers ranked by GitHub stars. For the complete collection of all MCP servers, visit our interactive webpage.
We aggregate MCP server information from multiple trusted sources:
The list is automatically updated daily with the latest server information and GitHub statistics.
| MCP Server | Description | Stars | Last Updated |
|---|---|---|---|
| Everything (@modelcontextprotocol) | Reference / test server with prompts, resources, and tools. | ⭐ 84505 | 2026-04-25T14:24:11Z |
| Fetch (@modelcontextprotocol) | Web content fetching and conversion for efficient LLM usage. | ⭐ 84505 | 2026-04-25T14:24:11Z |
| Filesystem (@modelcontextprotocol) | Secure file operations with configurable access controls. | ⭐ 84505 | 2026-04-25T14:24:11Z |
| Git (@modelcontextprotocol) | Tools to read, search, and manipulate Git repositories. | ⭐ 84505 | 2026-04-25T14:24:11Z |
| Memory (@modelcontextprotocol) | Knowledge graph-based persistent memory system. | ⭐ 84505 | 2026-04-25T14:24:11Z |
| Sequentialthinking (@modelcontextprotocol) | Dynamic and reflective problem-solving through thought sequences. | ⭐ 84505 | 2026-04-25T14:24:11Z |
| Time (@modelcontextprotocol) | Time and timezone conversion capabilities. | ⭐ 84505 | 2026-04-25T14:24:11Z |
| Activepieces (@activepieces) | Dynamic server to which you can add apps (Google Calendar, Notion, etc) or advanced Activepieces Flows (Refund logic, a research and enrichment logic, etc). | ⭐ 21868 | 2026-04-25T12:41:14Z |
| Cognee (@topoteretes) | Memory manager for AI apps and Agents using various graph and vector stores and allowing ingestion from 30+ data sources | ⭐ 16767 | 2026-04-25T14:05:03Z |
| Figma Context Mcp (@GLips) | Enables Cursor to access Figma files through the Model Context Protocol, enhancing its ability to accurately interpret and utilize design data for code generation. | ⭐ 14516 | 2026-04-25T14:30:44Z |
| Firecrawl (@vrknetha) | An MCP server implementation integrating with FireCrawl for advanced web scraping capabilities. | ⭐ 6137 | 2026-04-25T10:48:08Z |
| Firecrawl Server (@mendableai) | A Model Context Protocol (MCP) server implementation that integrates with FireCrawl for advanced web scraping capabilities. | ⭐ 6137 | 2026-04-25T10:48:08Z |
| Genkit (@firebase) | Provides integration between Genkit and the Model Context Protocol (MCP). | ⭐ 5833 | 2026-04-24T16:17:34Z |
| Playwright (@executeautomation) | A Model Context Protocol server that provides browser automation capabilities using Playwright. This server enables LLMs to interact with web pages, take screenshots, and execute JavaScript in a real browser environment. | ⭐ 5464 | 2026-04-25T09:37:20Z |
| Atlassian (@sooperset) | Model Context Protocol (MCP) server for Atlassian Cloud products (Confluence and Jira). This integration is designed specifically for Atlassian Cloud instances and does not support Atlassian Server or Data Center deployments. | ⭐ 5030 | 2026-04-25T14:29:26Z |
| Magic Mcp (@21st-dev) | Create beautiful, modern UI components instantly through natural language descriptions. | ⭐ 4788 | 2026-04-25T07:41:19Z |
| Exa Server (@exa-labs) | A Model Context Protocol (MCP) server lets AI assistants like Claude use the Exa AI Search API for web searches. This setup allows AI models to get real-time web information in a safe and controlled way. | ⭐ 4321 | 2026-04-25T14:02:30Z |
| Excel Server (@haris-musa) | Provides Excel file manipulation capabilities. This server enables workbook creation, data manipulation, formatting, and advanced Excel features. | ⭐ 3753 | 2026-04-25T14:14:21Z |
| Cloudflare (@cloudflare) | Lets you use Claude Desktop, or any MCP Client, to use natural language to accomplish things on your Cloudflare account. | ⭐ 3653 | 2026-04-24T22:27:41Z |
| Obsidian (@MarkusPfundstein) | MCP server to interact with Obsidian via the Local REST API community plugin. | ⭐ 3480 | 2026-04-25T14:32:05Z |
| Browserbase (@browserbase) | This server provides cloud browser automation capabilities using Browserbase, Puppeteer, and Stagehand. This server enables LLMs to interact with web pages, take screenshots, and execute JavaScript in a cloud browser environment. | ⭐ 3286 | 2026-04-24T22:54:22Z |
| Apple Mcp (@Dhravya) | Enables interaction with Apple apps like Messages, Notes, and Contacts through the MCP protocol to send messages, search, and open app content using natural language. | ⭐ 3074 | 2026-04-24T20:30:21Z |
| Supabase (@supabase-community) | This is an MCP server for PostgREST. It allows LLMs perform database queries and operations on Postgres databases via PostgREST. This server works with both Supabase projects (which use PostgREST) and standalone PostgREST servers. | ⭐ 2639 | 2026-04-24T16:02:49Z |
| Markdownify Mcp (@zcaceres) | Converts various file types and web content to Markdown format. It provides a set of tools to transform PDFs, images, audio files, web pages, and more into easily readable and shareable Markdown text. | ⭐ 2603 | 2026-04-25T10:30:32Z |
| Arxiv Server (@blazickjp) | The ArXiv MCP Server bridges the gap between AI models and academic research by providing a sophisticated interface to arXiv's extensive research repository. This server enables AI assistants to perform precise paper searches and access full paper content, enhancing their ability to engage with scientific literature. | ⭐ 2592 | 2026-04-25T13:39:56Z |
| Proxy (@sparfenyuk) | Enables interaction with remote MCP servers using SSE transport instead of STDIO for enhanced communication capabilities. | ⭐ 2460 | 2026-04-25T09:56:52Z |
| Tavily Mcp (@tavily-ai) | This server enables AI systems to integrate with Tavily's search and data extraction tools, providing real-time web information access and domain-specific searches. | ⭐ 1835 | 2026-04-25T09:54:39Z |
| Opendia (@aaronjmars) | Provides OpenDia diagram creation capabilities through a lightweight web server with WebSocket support and HTTP API endpoints for real-time collaborative diagram generation and editing. | ⭐ 1797 | 2026-04-25T12:49:18Z |
| Memory Service (@doobidoo) | Provides semantic memory and persistent storage for Claude, leveraging ChromaDB and sentence transformers for enhanced search and retrieval capabilities. | ⭐ 1729 | 2026-04-25T10:54:32Z |
| Mysql (@benborla) | MCP server for providing read-only access to MySQL databases, enabling schema inspection and query execution. | ⭐ 1583 | 2026-04-24T22:51:03Z |
| Installer (@anaisbetts) | This server is a server that installs other MCP servers for you. Install it, and you can ask Claude to install MCP servers hosted in npm or PyPi for you. Requires npx and uv to be installed for node and Python servers respectively. | ⭐ 1521 | 2026-04-24T03:13:16Z |
| Language Server (@isaacphi) | Runs a language server and provides tools for communicating with it. Language servers excel at tasks that LLMs often struggle with, such as precisely understanding types, understanding relationships, and providing accurate symbol references. | ⭐ 1517 | 2026-04-24T23:01:51Z |
| Agent Toolkit (@stripe) | The Stripe Model Context Protocol server allows you to integrate with Stripe APIs through function calling. This protocol supports various tools to interact with different Stripe services. | ⭐ 1504 | 2026-04-25T12:05:14Z |
| Kubernetes Server (@manusa) | A powerful and flexible Kubernetes MCP server implementation with support for OpenShift. | ⭐ 1487 | 2026-04-25T12:20:38Z |
| Gitlab Mcp (@zereight) | gitlab mcp | ⭐ 1418 | 2026-04-25T08:41:38Z |
| Kubernetes (@Flux159) | TypeScript implementation of Kubernetes cluster operations for pods, deployments, services. | ⭐ 1380 | 2026-04-24T23:09:54Z |
| Qdrant (@qdrant) | This repository is an example of how to create a MCP server for Qdrant, a vector search engine. | ⭐ 1365 | 2026-04-25T12:56:15Z |
| Mysql mcp server (@designcomputer) | Allows AI assistants to list tables, read data, and execute SQL queries through a controlled interface, making database exploration and analysis safer and more structured. | ⭐ 1232 | 2026-04-24T16:04:06Z |
| Actors Server (@apify) | Use 3,000+ pre-built cloud tools from Apify, known as Actors, to extract data from websites, e-commerce, social media, search engines, maps, and more | ⭐ 1150 | 2026-04-25T06:47:47Z |
| Google Calendar Mcp (@nspady) | Lets LLMs read and manage Google Calendar events. | ⭐ 1101 | 2026-04-23T03:39:33Z |
| Gmail Mcp Server (@GongRzhe) | Server for Gmail integration in Claude Desktop with auto authentication support. This server enables AI assistants to manage Gmail through natural language interactions. | ⭐ 1097 | 2026-04-25T14:33:22Z |
| Opennews Mcp (@6551team) | Provides real-time crypto news search, AI sentiment analysis, and trading signals from 72+ data sources. | ⭐ 1059 | 2026-04-25T12:11:55Z |
| Open Websearch (@aas-ee) | Provides web search capabilities across multiple search engines including Bing, Baidu, Brave, DuckDuckGo, and Exa, plus specialized content extraction from Chinese platforms like CSDN, Zhihu, and LinuxDo for research workflows and technical content retrieval. | ⭐ 1055 | 2026-04-25T13:09:01Z |
| Chatsum (@chatmcp) | Summarizes your chat messages. | ⭐ 1034 | 2026-04-21T07:09:07Z |
| Jupyter Server (@datalayer) | Enables interaction with Jupyter notebooks through the Model Context Protocol, supporting code execution and markdown insertion within JupyterLab environments. | ⭐ 1031 | 2026-04-25T10:33:01Z |
| Duckduckgo Server (@nickclyde) | A Model Context Protocol (MCP) server that provides web search capabilities through DuckDuckGo, with additional features for content fetching and parsing. | ⭐ 1030 | 2026-04-25T12:35:12Z |
| Jetbrains (@JetBrains) | The server proxies requests from client to JetBrains IDE. | ⭐ 948 | 2026-04-25T01:39:58Z |
| Neo4j (@neo4j-contrib) | This lets you use Claude Desktop, or any MCP Client, to use natural language to accomplish things with Neo4j and your Aura account. | ⭐ 940 | 2026-04-23T09:45:23Z |
| Browser Use (@Saik0s) | Facilitates browser automation with custom capabilities and agent-based interactions, integrated through the browser-use library. | ⭐ 926 | 2026-04-22T00:19:55Z |
| Memory Bank Mcp (@alioshr) | Provides a centralized MCP-based system for managing and accessing multi-project memory banks remotely, with features like project isolation, file structure validation, and type-safe operations. | ⭐ 896 | 2026-04-24T02:45:40Z |
| Openapi Server (@snaggle-ai) | This tool creates a Model Context Protocol (MCP) server that acts as a proxy for any API that has an OpenAPI v3.1 specification. This allows you to use Claude Desktop to easily interact with both local and remote server APIs. | ⭐ 889 | 2026-04-23T05:36:48Z |
| Sequential Thinking (@arben-adm) | This server facilitates structured problem-solving by breaking down complex issues into sequential steps, supporting revisions, and enabling multiple solution paths through full MCP integration. | ⭐ 885 | 2026-04-24T01:59:22Z |
| Notion Server (@suekou) | MCP Server for the Notion API, enabling Claude to interact with Notion workspaces. | ⭐ 882 | 2026-04-24T22:54:10Z |
| Knowledge Graph (@shaneholloman) | An improved implementation of persistent memory using a local knowledge graph with a customizable --memory-path. This lets Claude remember information about the user across chats. | ⭐ 840 | 2026-04-22T11:07:33Z |
| Supabase Server (@alexander-zuev) | This server enables interaction with Supabase PostgreSQL databases through the MCP protocol, allowing seamless integration with Cursor and Windsurf IDEs for secure and validated database management. | ⭐ 818 | 2026-04-24T23:31:24Z |
| Clickhouse (@ClickHouse) | ClickHouse database integration with schema inspection and query capabilities | ⭐ 761 | 2026-04-25T13:45:19Z |
| Fetch Mcp (@zcaceres) | Provides functionality to fetch web content in various formats, including HTML, JSON, plain text, and Markdown. | ⭐ 742 | 2026-04-24T22:52:49Z |
| Searxng (@ihor-sokoliuk) | An MCP server implementation that integrates the SearxNG API, providing web search capabilities. | ⭐ 715 | 2026-04-25T14:02:35Z |
| Obsidian Mcp (@StevenStavrakis) | Enables AI assistants to interact with Obsidian vaults, providing tools for reading, creating, editing and managing notes and tags. | ⭐ 694 | 2026-04-24T14:32:48Z |
| Wcgw (@rusiaaman) | Shell and file edit capabilities tightly coupled to provide a powerful coding experience. You can work with different modes: architect and code-writer for separate plan and implementation phase. You can get it to invoke any cli command, e.g., compiling, type checking, linting, github cli, python | ⭐ 660 | 2026-04-24T18:13:57Z |
| A Share Is Just I Need (@24mlight) | Provides financial data tools for Chinese stock market analysis through the Baostock API, enabling retrieval of historical prices, financial reports, industry classifications, index constituents, and macroeconomic indicators. | ⭐ 643 | 2026-04-25T11:14:34Z |
| Filesystem Server (@mark3labs) | Go server implementing Model Context Protocol (MCP) for filesystem operations. | ⭐ 635 | 2026-04-24T13:44:58Z |
| Mcp Nest (@rekog-labs) | A NestJS module that allows services to be exposed as an MCP server with Server-Sent Events transport, facilitating tool discovery and execution by clients. | ⭐ 635 | 2026-04-24T19:26:49Z |
| Spotify Mcp (@varunneal) | MCP server for integrating Claude with Spotify, enabling control over playback, search, and Spotify queue management. | ⭐ 598 | 2026-04-23T09:36:40Z |
| Neon (@neondatabase) | Lets you use Claude Desktop, or any MCP Client, to use natural language to accomplish things with Neon. | ⭐ 590 | 2026-04-24T06:21:28Z |
| Sequentialthinking Tools (@spences10) | An adaptation of the MCP Sequential Thinking Server designed to guide tool usage in problem-solving. This server helps break down complex problems into manageable steps and provides recommendations for which MCP tools would be most effective at each stage. | ⭐ 578 | 2026-04-21T01:23:40Z |
| Homeassistant Mcp (@tevonsb) | Access Home Assistant data and control devices (lights, switches, thermostats, etc). | ⭐ 568 | 2026-04-23T23:57:41Z |
| Iterm Mcp (@ferrislucas) | This MCP server enables users to execute shell commands in the current iTerm2 session through integration with Claude Desktop, facilitating seamless command execution via the Model Context Protocol. | ⭐ 552 | 2026-04-23T21:36:48Z |
| Data Exploration (@reading-plus-ai) | Enables autonomous data exploration on .csv-based datasets, providing intelligent insights with minimal effort. | ⭐ 533 | 2026-04-23T03:29:27Z |
| Pandoc (@vivekVells) | MCP server for seamless document format conversion using Pandoc, supporting Markdown, HTML, PDF, DOCX (.docx), csv and more. | ⭐ 530 | 2026-04-23T07:37:37Z |
| Youtube Transcript (@kimtaeyoon83) | A Model Context Protocol server that enables retrieval of transcripts from YouTube videos. This server provides direct access to video captions and subtitles through a simple interface. | ⭐ 530 | 2026-04-24T23:03:00Z |
| Youtube (@anaisbetts) | Uses yt-dlp to download subtitles from YouTube and connects it to claude.ai via Model Context Protocol. | ⭐ 515 | 2026-04-21T10:23:07Z |
| N8n Workflow Builder (@makafeli) | A server for programmatically creating and managing n8n workflows with a REST API interface, supporting workflow creation, validation, and export. | ⭐ 512 | 2026-04-20T13:30:14Z |
| Youtube Server (@ZubeidHendricks) | This server allows AI language models to interact with YouTube content through a standardized interface, providing features such as video and channel information retrieval, transcript management, and playlist operations. | ⭐ 505 | 2026-04-24T17:13:42Z |
| Send Email (@ykhli) | A simple MCP server that enables users to send emails using Resend's API, integrating with tools like Cursor and Claude Desktop for seamless email composition and delivery. | ⭐ 504 | 2026-04-22T22:54:33Z |
| Google Docs Mcp (@a-bonus) | Provides a bridge between Google Docs and AI tools for reading document content, appending text, and applying formatting to specific text within documents. | ⭐ 487 | 2026-04-25T02:17:56Z |
| Gsuite (@MarkusPfundstein) | MCP server to interact with Google produts. | ⭐ 486 | 2026-04-09T20:57:44Z |
| Docker Mcp (@QuantGeekDev) | A powerful Model Context Protocol (MCP) server for Docker operations, enabling seamless container and compose stack management through Claude AI. | ⭐ 473 | 2026-04-24T06:25:12Z |
| Atlas Server (@cyanheads) | ATLAS (Adaptive Task & Logic Automation System) is a Model Context Protocol server that provides hierarchical task management capabilities to Large Language Models. This tool provides LLMs with the structure and context needed to manage complex tasks and dependencies. | ⭐ 471 | 2026-04-18T21:51:34Z |
| Motherduck (@motherduckdb) | An MCP server for MotherDuck and local DuckDB. | ⭐ 470 | 2026-04-21T14:25:09Z |
| Obsidian Server (@cyanheads) | Enables interaction between LLMs and Obsidian vaults through the Model Context Protocol, supporting secure file operations, content management, and advanced search capabilities. | ⭐ 467 | 2026-04-24T12:54:39Z |
| Puppeteer Server (@merajmehrabi) | Enables browser automation with Puppeteer, supporting navigation, form interactions, and connection to active Chrome instances for comprehensive web page interaction. | ⭐ 443 | 2026-04-24T07:21:48Z |
| Things Mcp (@hald) | Enables interaction with the Things app through Claude Desktop, allowing task creation, project analysis, and priority management using natural language commands. | ⭐ 443 | 2026-04-25T14:35:44Z |
| Airtable Server (@domdomegg) | A Model Context Protocol server that provides read and write access to Airtable databases. This server enables LLMs to inspect database schemas, then read and write records. | ⭐ 440 | 2026-04-21T20:50:24Z |
| Agent (@1mcp-app) | Aggregates multiple MCP servers into a single unified interface, reducing system resource usage and simplifying configuration management with dynamic reloading and tag-based filtering capabilities. | ⭐ 423 | 2026-04-24T19:51:17Z |
| Reddit (@adhikasp) | Read Reddit post and hot thread | ⭐ 395 | 2026-04-19T09:51:50Z |
| Server (@e2b-dev) | Using MCP to run code via e2b. | ⭐ 393 | 2026-04-21T06:24:14Z |
| Software Planning Mcp (@NightTrek) | Facilitates interactive software development planning by managing tasks, tracking progress, and creating detailed implementation plans through the Model Context Protocol. | ⭐ 393 | 2026-04-19T21:14:28Z |
| Selenium (@angiejones) | Enables browser automation using the Selenium WebDriver through MCP, supporting browser management, element location, and both basic and advanced user interactions. | ⭐ 391 | 2026-04-25T04:17:54Z |
| Todoist Server (@abhiz123) | Create and manage tasks in Todoist through natural language. | ⭐ 390 | 2026-04-21T21:16:43Z |
| Twitter Mcp (@EnesCinr) | Interact with twitter API. Post tweets and search for tweets by query. | ⭐ 388 | 2026-04-21T12:34:55Z |
| Hfspace (@evalstate) | Use HuggingFace Spaces directly from Claude. Use Open Source Image Generation, Chat, Vision tasks and more. Supports Image, Audio and text uploads/downloads. | ⭐ 386 | 2026-04-18T15:47:54Z |
| Graphql (@blurrah) | MCP for working with GraphQL servers. | ⭐ 382 | 2026-04-20T04:50:08Z |
| Apple Notes (@RafalWilinski) | Enables semantic search and RAG (Retrieval Augmented Generation) over your Apple Notes. | ⭐ 381 | 2026-04-21T15:15:50Z |
| Applescript Mcp (@joshrutkowski) | Enables LLM applications to interact with macOS through AppleScript. | ⭐ 380 | 2026-04-25T14:20:17Z |
| K8s Go (@strowk) | This project is intended as a both MCP server connecting to Kubernetes and a library to build more servers for any custom resources in Kubernetes. | ⭐ 378 | 2026-04-24T06:48:31Z |
| Aktools (@aahl) | Integrates with Chinese financial markets through akshare library to provide real-time and historical stock and cryptocurrency data with caching mechanisms for financial analysis, market research, and algorithmic trading development. | ⭐ 376 | 2026-04-25T02:34:44Z |
| Youtube Transcript (@jkawamoto) | This server retrieves transcripts for given YouTube video URLs, enabling integration with Goose CLI or Goose Desktop for transcript extraction and processing. | ⭐ 375 | 2026-04-23T15:57:52Z |
| Graphlit Server (@graphlit) | The Model Context Protocol (MCP) Server enables integration between MCP clients and the Graphlit service. Ingest anything from Slack to Gmail to podcast feeds, in addition to web crawling, into a Graphlit project - and then retrieve relevant contents from the MCP client. | ⭐ 374 | 2026-04-13T21:35:09Z |
| Xcode Server (@r-huijts) | Bridges Claude AI with Xcode, enabling AI-powered code assistance, project management, and automated development tasks securely on your local machine. | ⭐ 372 | 2026-04-22T22:19:09Z |