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 |
|---|---|---|---|
| Readme.md (@netdata) | Discovery, exploration, reporting and root cause analysis using all observability data, including metrics, logs, systems, containers, processes, and network connections | ⭐ 77246 | 2026-01-06T13:43:44Z |
| Git (@modelcontextprotocol) | Tools to read, search, and manipulate Git repositories. | ⭐ 75613 | 2026-01-06T14:17:59Z |
| Memory (@modelcontextprotocol) | Knowledge graph-based persistent memory system. | ⭐ 75613 | 2026-01-06T14:17:59Z |
| Sequentialthinking (@modelcontextprotocol) | Dynamic and reflective problem-solving through thought sequences. | ⭐ 75613 | 2026-01-06T14:17:59Z |
| Time (@modelcontextprotocol) | Time and timezone conversion capabilities. | ⭐ 75613 | 2026-01-06T14:17:59Z |
| Everything (@modelcontextprotocol) | Reference / test server with prompts, resources, and tools. | ⭐ 75612 | 2026-01-06T14:11:07Z |
| Fetch (@modelcontextprotocol) | Web content fetching and conversion for efficient LLM usage. | ⭐ 75612 | 2026-01-06T14:11:07Z |
| Filesystem (@modelcontextprotocol) | Secure file operations with configurable access controls. | ⭐ 75612 | 2026-01-06T14:11:07Z |
| Mcp (@daytonaio) | Fast and secure execution of your AI generated code with Daytona sandboxes | ⭐ 43220 | 2026-01-06T14:19:08Z |
| Github Server (@github) | GitHub's official MCP Server. | ⭐ 25663 | 2026-01-06T13:39:53Z |
| Browser (@bytedance) | A fast, lightweight MCP server that empowers LLMs with browser automation via Puppeteer’s structured accessibility data, featuring optional vision mode for complex visual understanding and flexible, cross-platform configuration. | ⭐ 20418 | 2026-01-06T13:32:16Z |
| 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). | ⭐ 20235 | 2026-01-06T14:12:47Z |
| Mcp (@Skyvern-AI) | MCP to let Claude / Windsurf / Cursor / your LLM control the browser | ⭐ 20029 | 2026-01-06T13:41:04Z |
| Mcp server (@chaitin) | SafeLine is a self-hosted WAF(Web Application Firewall) to protect your web apps from attacks and exploits. | ⭐ 19955 | 2026-01-06T10:07:12Z |
| Chrome Devtools Mcp (@ChromeDevTools) | Enable AI coding assistants to debug web pages directly in Chrome, providing runtime insights and debugging capabilities. | ⭐ 18793 | 2026-01-06T14:10:28Z |
| Blender Mcp (@ahujasid) | Enables natural language control of Blender for 3D scene creation, manipulation, and rendering without requiring knowledge of Blender's interface or Python API. | ⭐ 14830 | 2026-01-06T14:11:03Z |
| Dagster Dg Cli (@dagster-io) | An MCP server to easily build data pipelines using Dagster. | ⭐ 14708 | 2026-01-06T13:35:13Z |
| Run Python (@pydantic) | Run Python code in a secure sandbox via MCP tool calls, powered by Deno and Pyodide | ⭐ 14153 | 2026-01-06T14:21:03Z |
| Readme.md (@semgrep) | Enable AI agents to secure code with Semgrep. | ⭐ 13785 | 2026-01-06T14:14:29Z |
| 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. | ⭐ 12411 | 2026-01-06T14:15:51Z |
| Genai Toolbox (@googleapis) | Open source MCP server specializing in easy, fast, and secure tools for Databases. Supports AlloyDB, BigQuery, Bigtable, Cloud SQL, Dgraph, Looker, MySQL, Neo4j, Postgres, Spanner, and more. | ⭐ 12223 | 2026-01-06T14:08:44Z |
| Modelcontextprotocol (@PipedreamHQ) | Connect with 2,500 APIs with 8,000+ prebuilt tools. | ⭐ 10944 | 2026-01-06T10:58:07Z |
| Cognee (@topoteretes) | Memory manager for AI apps and Agents using various graph and vector stores and allowing ingestion from 30+ data sources | ⭐ 10782 | 2026-01-06T12:04:01Z |
| Cognee Mcp (@topoteretes) | GraphRAG memory server with customizable ingestion, data processing and search | ⭐ 10782 | 2026-01-06T12:04:01Z |
| Server (@elie222) | AI personal assistant for email Inbox Zero | ⭐ 9730 | 2026-01-06T13:50:37Z |
| Phoenix Mcp (@Arize-ai) | Inspect traces, manage prompts, curate datasets, and run experiments using Arize Phoenix, an open-source AI and LLM observability tool. | ⭐ 8134 | 2026-01-06T13:19:09Z |
| Mcp (@awslabs) | Specialized MCP servers that bring AWS best practices directly to your development workflow. | ⭐ 7800 | 2026-01-06T10:52:12Z |
| Git Mcp (@idosal) | gitmcp.io is a generic remote MCP server to connect to ANY GitHub repository or project documentation effortlessly | ⭐ 7326 | 2026-01-06T09:15:12Z |
| Browser Tools Mcp (@agentdeskai) | Enables browser data capture and analysis with tools for retrieving console logs, monitoring network requests, capturing screenshots, selecting DOM elements, and running Lighthouse audits for web application debugging and performance optimization. | ⭐ 6961 | 2026-01-06T10:04:06Z |
| Cursor Talk To Figma Mcp (@sonnylazuardi) | This MCP server enables LLMs to interact with Figma, allowing them to read and modify designs programmatically. | ⭐ 5856 | 2026-01-06T08:50:49Z |
| Discord (@Klavis-AI) | For Discord API integration by Klavis AI | ⭐ 5584 | 2026-01-06T06:39:37Z |
| Markitdown (@Klavis-AI) | Convert files to Markdown | ⭐ 5584 | 2026-01-06T06:39:37Z |
| Pandoc (@Klavis-AI) | Convert between various file formats using Pandoc | ⭐ 5584 | 2026-01-06T06:39:37Z |
| Report generation (@Klavis-AI) | Create professional reports from a simple user query. | ⭐ 5584 | 2026-01-06T06:39:37Z |
| Resend (@Klavis-AI) | Send email using Resend services | ⭐ 5584 | 2026-01-06T06:39:37Z |
| Youtube (@Klavis-AI) | Extract Youtube video information (with proxies support). | ⭐ 5584 | 2026-01-06T06:39:37Z |
| Genkit (@firebase) | Provides integration between Genkit and the Model Context Protocol (MCP). | ⭐ 5299 | 2026-01-06T08:49:44Z |
| Firecrawl (@vrknetha) | An MCP server implementation integrating with FireCrawl for advanced web scraping capabilities. | ⭐ 5208 | 2026-01-06T11:49:40Z |
| Firecrawl Server (@firecrawl) | Extract web data with Firecrawl | ⭐ 5208 | 2026-01-06T11:49:40Z |
| Firecrawl Server (@mendableai) | A Model Context Protocol (MCP) server implementation that integrates with FireCrawl for advanced web scraping capabilities. | ⭐ 5208 | 2026-01-06T11:49:40Z |
| Desktopcommandermcp (@wonderwhy-er) | Let AI edit and manage files on your computer, run terminal commands, and connect to remote servers via SSH - all powered by one of the most popular local MCP servers. | ⭐ 5189 | 2026-01-06T10:48:56Z |
| Whatsapp Mcp (@lharries) | MCP server for your personal WhatsApp handling individuals, groups, searching and sending. | ⭐ 5184 | 2026-01-05T11:17:19Z |
| 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. | ⭐ 5116 | 2026-01-06T11:32:04Z |
| Mcp.md (@lingodotdev) | Make your AI agent speak every language on the planet, using Lingo.dev Localization Engine. | ⭐ 5097 | 2026-01-06T13:46:21Z |
| Claude Context (@zilliztech) | Bring your codebase as context to Claude Code | ⭐ 4947 | 2026-01-06T13:50:57Z |
| Aci (@aipotheosis-labs) | Connects your AI agents to 600+ tool integrations with multi-tenant auth and granular permissions. | ⭐ 4695 | 2026-01-03T11:29:46Z |
| Kiln (@Kiln-AI) | A free open-source platform for building production-ready AI systems. It supports RAG pipelines, AI agents, MCP tool-calling, evaluations, synthetic data generation, and fine-tuning — all in one unified framework by Kiln-AI. | ⭐ 4523 | 2026-01-06T05:45:11Z |
| Mcp (@firebase) | Firebase's experimental MCP Server to power your AI Tools | ⭐ 4300 | 2026-01-03T19:51:31Z |
| Magic Mcp (@21st-dev) | Create beautiful, modern UI components instantly through natural language descriptions. | ⭐ 4079 | 2026-01-06T06:21:09Z |
| 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. | ⭐ 3897 | 2026-01-06T13:31:31Z |
| Notion Server (@makenotion) | This project implements an MCP server for the Notion API. | ⭐ 3658 | 2026-01-06T07:12:09Z |
| Vizro Mcp (@mckinsey) | Tools and templates to create validated and maintainable data charts and dashboards | ⭐ 3515 | 2026-01-06T11:10:07Z |
| 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. | ⭐ 3507 | 2026-01-06T03:01:21Z |
| Chart (@antvis) | A Model Context Protocol server for generating 15+ visual charts using AntV. | ⭐ 3466 | 2026-01-06T13:39:02Z |
| Cloudflare (@cloudflare) | Lets you use Claude Desktop, or any MCP Client, to use natural language to accomplish things on your Cloudflare account. | ⭐ 3255 | 2026-01-06T13:42:35Z |
| Excel Server (@haris-musa) | Provides Excel file manipulation capabilities. This server enables workbook creation, data manipulation, formatting, and advanced Excel features. | ⭐ 3076 | 2026-01-06T14:09:31Z |
| 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. | ⭐ 3011 | 2026-01-06T11:01:27Z |
| Mobile Mcp (@mobile-next) | MCP server for Mobile(iOS/Android) automation, app scraping and development using physical devices or simulators/emulators. | ⭐ 2967 | 2026-01-06T13:38:29Z |
| Server (@msgbyte) | Interact with Tianji platform whatever selfhosted or cloud platform, powered by Tianji. | ⭐ 2964 | 2026-01-05T17:26:47Z |
| 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. | ⭐ 2953 | 2026-01-04T20:52:40Z |
| Obsidian (@MarkusPfundstein) | MCP server to interact with Obsidian via the Local REST API community plugin. | ⭐ 2647 | 2026-01-06T10:07:44Z |
| Azure.mcp.server (@microsoft) | The Azure MCP Server gives MCP Clients access to key Azure services and tools like Azure Storage, Cosmos DB, the Azure CLI, and more. | ⭐ 2391 | 2026-01-06T11:35:11Z |
| 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. | ⭐ 2368 | 2026-01-06T06:48:35Z |
| Supabase Mcp (@supabase-community) | Interact with Supabase: Create tables, query data, deploy edge functions, and more. | ⭐ 2368 | 2026-01-06T06:48:35Z |
| 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. | ⭐ 2334 | 2026-01-06T12:20:38Z |
| Markdownify Server (@zcaceres) | MCP to convert almost anything to Markdown (PPTX, HTML, PDF, Youtube Transcripts and more) | ⭐ 2334 | 2026-01-06T12:20:38Z |
| Basic Memory (@basicmachines-co) | Local-first knowledge management system that builds a semantic graph from Markdown files, enabling persistent memory across conversations with LLMs. | ⭐ 2314 | 2026-01-06T06:14:09Z |
| Proxy (@sparfenyuk) | Enables interaction with remote MCP servers using SSE transport instead of STDIO for enhanced communication capabilities. | ⭐ 2136 | 2026-01-06T06:40:16Z |
| Ableton Mcp (@ahujasid) | Enables control of Ableton Live music production software through a bidirectional communication system that supports track creation, MIDI editing, playback control, instrument loading, and library browsing for music composition and sound design workflows. | ⭐ 2120 | 2026-01-05T16:10:41Z |
| Grafana (@grafana) | Search dashboards, investigate incidents and query datasources in your Grafana instance | ⭐ 2079 | 2026-01-06T12:33:16Z |
| 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. | ⭐ 2007 | 2026-01-06T12:30:10Z |
| Modelcontextprotocol (@ppl-ai) | An MCP server that connects to Perplexity's Sonar API, enabling real-time web-wide research in conversational AI. | ⭐ 1861 | 2026-01-06T09:00:52Z |
| Dbhub (@bytebase) | Universal database MCP server connecting to MySQL, MariaDB, PostgreSQL, and SQL Server. | ⭐ 1851 | 2026-01-06T13:50:58Z |
| Brightdata Mcp (@luminati-io) | Discover, extract, and interact with the web - one interface powering automated access across the public internet. | ⭐ 1846 | 2026-01-06T11:14:35Z |
| 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. | ⭐ 1751 | 2026-01-06T13:56:50Z |
| Agent Kit Server (@sendaifun) | This MCP server enables LLMs to interact with the Solana blockchain with help of Solana Agent Kit by SendAI, allowing for 40+ protocol actions and growing | ⭐ 1583 | 2026-01-05T20:29:44Z |
| N8n Server (@leonardsellem) | This MCP server provides tools and resources for AI assistants to manage n8n workflows and executions, including listing, creating, updating, and deleting workflows, as well as monitoring their execution status. | ⭐ 1535 | 2026-01-05T08:40:32Z |
| 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. | ⭐ 1491 | 2026-01-06T01:59:03Z |
| Nx Mcp (@nrwl) | Makes Nx's understanding of your codebase accessible to LLMs, providing insights into the codebase architecture, project relationships and runnable tasks thus allowing AI to make precise code suggestions. | ⭐ 1391 | 2026-01-05T09:54:42Z |
| Office Powerpoint Mcp Server (@GongRzhe) | A Model Context Protocol (MCP) server for creating, reading, and manipulating Microsoft PowerPoint documents. | ⭐ 1377 | 2026-01-06T13:49:32Z |
| 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. | ⭐ 1365 | 2026-01-06T08:05:50Z |
| Office Word Mcp Server (@GongRzhe) | A Model Context Protocol (MCP) server for creating, reading, and manipulating Microsoft Word documents. | ⭐ 1331 | 2026-01-06T09:54:29Z |
| Godot Mcp (@Coding-Solo) | An MCP server providing comprehensive Godot engine integration for project editing, debugging, and scene management. | ⭐ 1324 | 2026-01-06T07:40:16Z |
| Obsidian (@calclavia) | A connector to allow Claude Desktop or any MCP client to read and search Markdown notes, such as those in an Obsidian vault. | ⭐ 1259 | 2026-01-06T10:55:56Z |
| Obsidian (@smithery-ai) | This is a connector to allow Claude Desktop (or any MCP client) to read and search any directory containing Markdown notes (such as an Obsidian vault). | ⭐ 1259 | 2026-01-06T10:55:56Z |
| Mcp (@microsoftdocs) | An MCP server that provides structured access to Microsoft's official documentation. Retrieves accurate, authoritative, and context-aware technical content for code generation, question answering, and workflow grounding. | ⭐ 1256 | 2026-01-06T12:03:38Z |
| Kubernetes (@Flux159) | TypeScript implementation of Kubernetes cluster operations for pods, deployments, services. | ⭐ 1249 | 2026-01-06T08:31:51Z |
| Web Eval Agent (@Operative-Sh) | An MCP server to test, debug, and fix web applications autonomously. | ⭐ 1231 | 2026-01-05T15:49:50Z |
| Devdb Vscode (@damms005) | An MCP server that runs right inside the IDE, for connecting to MySQL, Postgres, SQLite, and MSSQL databases. | ⭐ 1224 | 2026-01-06T13:43:08Z |
| Mcp (@grafbase) | Turn your GraphQL API into an efficient MCP server with schema intelligence in a single command. | ⭐ 1199 | 2026-01-06T13:49:37Z |
| Unity (@CoderGamester) | An MCP server that enables LLMs to interact with Unity3d Game Engine, supporting access to a variety of the Unit's Editor engine tools (e.g. Console Logs, Test Runner logs, Editor functions, hierarchy state, etc) and executing them as MCP tools or gather them as resources. | ⭐ 1192 | 2026-01-06T09:28:23Z |
| 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. | ⭐ 1184 | 2026-01-06T04:06:36Z |
| Qdrant (@qdrant) | This repository is an example of how to create a MCP server for Qdrant, a vector search engine. | ⭐ 1155 | 2026-01-06T12:36:10Z |
| Azure Devops Mcp (@microsoft) | Interact with Azure DevOps services like repositories, work items, builds, releases, test plans, and code search. | ⭐ 1124 | 2026-01-05T17:44:23Z |
| Terraform Server (@hashicorp) | Seamlessly integrate with Terraform ecosystem, enabling advanced automation and interaction capabilities for Infrastructure as Code (IaC) development powered by Terraform | ⭐ 1123 | 2026-01-06T14:01:59Z |
| Memory Service (@doobidoo) | Provides semantic memory and persistent storage for Claude, leveraging ChromaDB and sentence transformers for enhanced search and retrieval capabilities. | ⭐ 1076 | 2026-01-06T12:24:00Z |
| Google workspace mcp (@taylorwilsdon) | Comprehensive Google Workspace MCP with full support for Calendar, Drive, Gmail, and Docs using Streamable HTTP or SSE transport. | ⭐ 1063 | 2026-01-06T09:09:34Z |
| Slack Server (@korotovsky) | The most powerful MCP server for Slack Workspaces. This integration supports both Stdio and SSE transports, proxy settings and does not require any permissions or bots being created or approved by Workspace admins . | ⭐ 1061 | 2026-01-06T01:37:08Z |
| 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. | ⭐ 1058 | 2026-01-06T02:43:25Z |
| 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. | ⭐ 1050 | 2026-01-06T10:40:12Z |