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 |
|---|---|---|---|
| Markitdown (@microsoft) | Integrates with Microsoft's MarkItDown tool to convert documents like PDFs, Word files, and PowerPoint presentations into clean, structured markdown for content extraction and analysis workflows. | ⭐ 82702 | 2025-11-08T14:18:25Z |
| Readme.md (@netdata) | Discovery, exploration, reporting and root cause analysis using all observability data, including metrics, logs, systems, containers, processes, and network connections | ⭐ 76603 | 2025-11-08T13:44:04Z |
| Browser Use (@browser-use) | Enables LLMs, agents, and apps to access, search, and extract web data in real-time using the browser-use.com API. | ⭐ 72283 | 2025-11-08T14:00:44Z |
| Everything (@modelcontextprotocol) | Reference / test server with prompts, resources, and tools. | ⭐ 72152 | 2025-11-08T14:02:48Z |
| Fetch (@modelcontextprotocol) | Web content fetching and conversion for efficient LLM usage. | ⭐ 72152 | 2025-11-08T14:02:48Z |
| Filesystem (@modelcontextprotocol) | Secure file operations with configurable access controls. | ⭐ 72152 | 2025-11-08T14:02:48Z |
| Git (@modelcontextprotocol) | Tools to read, search, and manipulate Git repositories. | ⭐ 72152 | 2025-11-08T14:02:48Z |
| Memory (@modelcontextprotocol) | Knowledge graph-based persistent memory system. | ⭐ 72152 | 2025-11-08T14:02:48Z |
| Sequentialthinking (@modelcontextprotocol) | Dynamic and reflective problem-solving through thought sequences. | ⭐ 72152 | 2025-11-08T14:02:48Z |
| Mcp server (@paddlepaddle) | Integrates with PaddleOCR and PP-StructureV3 to extract text from images and PDFs with confidence scores and bounding boxes, plus parse complex documents into structured markdown with embedded images, tables, and formulas. | ⭐ 63030 | 2025-11-08T14:13:38Z |
| Mindsdb (@mindsdb) | MindsDB allows applications to answer questions over large-scale federated data—spanning databases, data warehouses, and SaaS applications. | ⭐ 37139 | 2025-11-08T14:18:28Z |
| Mcp (@daytonaio) | Fast and secure execution of your AI generated code with Daytona sandboxes | ⭐ 29493 | 2025-11-08T14:19:28Z |
| Github Server (@github) | Integration with GitHub Issues, Pull Requests, and more. | ⭐ 24320 | 2025-11-08T12:09:54Z |
| Claude Task Master (@eyaltoledano) | Provides task management capabilities for development workflows with PRD parsing, task CRUD operations with dependency management, complexity analysis, and context-based organization across project phases. | ⭐ 23518 | 2025-11-08T12:15:21Z |
| Playwright Mcp (@microsoft) | Enables web browser control for navigating websites, capturing page snapshots, interacting with elements, and taking screenshots through Playwright's automation capabilities. | ⭐ 22944 | 2025-11-08T14:10:25Z |
| 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. | ⭐ 19428 | 2025-11-08T13:26:31Z |
| Mcp server (@chaitin) | SafeLine is a self-hosted WAF(Web Application Firewall) to protect your web apps from attacks and exploits. | ⭐ 19094 | 2025-11-08T14:16:32Z |
| 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). | ⭐ 19074 | 2025-11-08T13:55:31Z |
| Docs Server (@mastra-ai) | Provides AI assistants with direct access to Mastra.ai's complete knowledge base. | ⭐ 18105 | 2025-11-08T13:01:40Z |
| Mcp (@Skyvern-AI) | MCP to let Claude / Windsurf / Cursor / your LLM control the browser | ⭐ 17135 | 2025-11-08T14:08:49Z |
| Screenpipe Mcp (@mediar-ai) | Enable searching and retrieving screen recordings and associated data for productivity tracking, user behavior analysis, and workflow documentation. | ⭐ 15904 | 2025-11-08T08:49:29Z |
| Serena (@oraios) | Provides intelligent code analysis and manipulation across multiple programming languages through language server protocols, enabling developers to explore, understand, and refactor complex codebases. | ⭐ 15489 | 2025-11-08T14:23:13Z |
| Dagster Dg Cli (@dagster-io) | An MCP server to easily build data pipelines using Dagster. | ⭐ 14369 | 2025-11-08T08:42:58Z |
| Chrome Devtools Mcp (@chromedevtools) | Provides direct Chrome browser control through DevTools for web automation, debugging, and performance analysis using accessibility tree snapshots for reliable element targeting, automatic page event handling, and integrated performance tracing with actionable insights. | ⭐ 14139 | 2025-11-08T12:25:15Z |
| Chrome Devtools Mcp (@ChromeDevTools) | Enable AI coding assistants to debug web pages directly in Chrome, providing runtime insights and debugging capabilities. | ⭐ 14139 | 2025-11-08T12:25:15Z |
| 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. | ⭐ 14075 | 2025-11-08T14:02:01Z |
| Run Python (@pydantic) | Provides a browser-compatible Python execution environment with package management capabilities for running code snippets safely without requiring a backend Python installation. | ⭐ 13260 | 2025-11-08T14:15:36Z |
| Run Python (@pydantic) | Run Python code in a secure sandbox via MCP tool calls, powered by Deno and Pyodide | ⭐ 13260 | 2025-11-08T14:15:36Z |
| Figma Context Mcp (@glips) | Integrates with Figma's design platform API to enable AI-driven design operations, asset management, and team collaboration within Figma workflows. | ⭐ 11687 | 2025-11-08T12:17:29Z |
| Figma Context Mcp (@GLips) | Give your coding agent direct access to Figma file data, helping it one-shot design implementation. | ⭐ 11687 | 2025-11-08T12:17:29Z |
| Genai Toolbox (@googleapis) | Provides a secure, configurable interface for executing pre-defined queries against multiple database systems including PostgreSQL, MySQL, SQL Server, Neo4j, Dgraph, and Spanner through a YAML-based configuration system. | ⭐ 11372 | 2025-11-08T13:55:16Z |
| Server (@trycua) | Enables LLMs to run Computer-Use Agent (CUA) workflows on Apple Silicon macOS. | ⭐ 11206 | 2025-11-08T13:50:49Z |
| Modelcontextprotocol (@pipedreamhq) | Access hosted MCP servers or deploy your own for 2,500+ APIs like Slack, GitHub, Notion, Google Drive, and more, all with built-in auth and 10k tools. | ⭐ 10777 | 2025-11-08T13:00:12Z |
| Modelcontextprotocol (@PipedreamHQ) | Connect with 2,500 APIs with 8,000+ prebuilt tools. | ⭐ 10777 | 2025-11-08T13:00:12Z |
| N8n Mcp (@czlonkowski) | Integrates with n8n workflow automation platform to provide conversational access to 525+ nodes including AI-capable nodes and triggers, enabling natural language workflow creation, validation, and management without requiring direct platform knowledge. | ⭐ 9684 | 2025-11-08T14:10:20Z |
| Server (@elie222) | AI personal assistant for email Inbox Zero | ⭐ 9328 | 2025-11-08T10:24:46Z |
| Chrome (@hangwin) | Provides browser automation and semantic search capabilities through Chrome extension integration, enabling intelligent web element interaction, form filling, screenshot capture, and vector-based content indexing with transformer models for cross-platform web automation workflows. | ⭐ 9165 | 2025-11-08T13:53:11Z |
| Cognee (@topoteretes) | Cognee implements modular pipelines for scalable AI data layer operations, including vector and graph storage for conversational, document, and transcription analysis. | ⭐ 8162 | 2025-11-08T13:32:00Z |
| Cognee Mcp (@topoteretes) | GraphRAG memory server with customizable ingestion, data processing and search | ⭐ 8162 | 2025-11-08T13:32:00Z |
| Scrapling (@d4vinci) | Provides advanced web scraping capabilities with browser fingerprint impersonation, dynamic content fetching via Chromium, and stealth scraping through modified Camoufox to bypass anti-bot protections, featuring CSS selector-based content filtering to reduce token consumption and support for bulk operations, proxy integration, and multiple output formats. | ⭐ 8109 | 2025-11-08T11:46:56Z |
| Phoenix Mcp (@arize-ai) | Provides a unified interface to Arize Phoenix's capabilities for managing prompts, exploring datasets, and running experiments across different LLM providers | ⭐ 7629 | 2025-11-08T13:30:30Z |
| Phoenix Mcp (@Arize-ai) | Inspect traces, manage prompts, curate datasets, and run experiments using Arize Phoenix, an open-source AI and LLM observability tool. | ⭐ 7629 | 2025-11-08T13:30:30Z |
| Nova Canvas Server (@awslabs) | Generate images using Amazon Nova Canvas. | ⭐ 7169 | 2025-11-08T14:22:34Z |
| Mcp (@awslabs) | Integrates with AWS services including Bedrock Knowledge Bases, Nova Canvas, Step Functions, Lambda, IAM, and Cost Explorer to enable enterprise workflows, cost analysis, infrastructure management, and generative AI use cases through multiple specialized servers with sample applications and deployment guides. | ⭐ 7168 | 2025-11-08T14:15:14Z |
| Aws Documentation Server (@awslabs) | Provides tools to access AWS documentation, search for content, and get recommendations. | ⭐ 7167 | 2025-11-08T14:07:32Z |
| Bedrock Kb Retrieval Server (@awslabs) | Bridge to access Amazon Bedrock Knowledge Bases. | ⭐ 7167 | 2025-11-08T14:07:32Z |
| Cdk Server (@awslabs) | Integration for AWS Cloud Development Kit (CDK) best practices, infrastructure as code patterns, and security compliance with CDK Nag. | ⭐ 7167 | 2025-11-08T14:07:32Z |
| Cost Analysis Server (@awslabs) | Analyze AWS service costs and generate cost reports. | ⭐ 7167 | 2025-11-08T14:07:32Z |
| Git Mcp (@idosal) | Transform any GitHub project (repositories or GitHub pages) into a documentation hub. Allows AI tools like Cursor to access up-to-date documentation and code, ending hallucinations. | ⭐ 6890 | 2025-11-08T13:59:03Z |
| 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. | ⭐ 6818 | 2025-11-08T14:03:43Z |
| Ghidramcp (@lauriewired) | Decompile and analyze binaries in Ghidra. | ⭐ 6432 | 2025-11-08T11:43:35Z |
| Cursor Talk To Figma Mcp (@sonnylazuardi) | This MCP server enables LLMs to interact with Figma, allowing them to read and modify designs programmatically. | ⭐ 5644 | 2025-11-08T12:57:07Z |
| Discord (@Klavis-AI) | For Discord API integration by Klavis AI | ⭐ 5436 | 2025-11-08T09:12:59Z |
| Klavis (@klavis-ai) | One MCP server that guides your AI agents use tools reliably progressively at any scale. | ⭐ 5436 | 2025-11-08T09:12:59Z |
| Markitdown (@Klavis-AI) | Convert files to Markdown | ⭐ 5436 | 2025-11-08T09:12:59Z |
| Pandoc (@Klavis-AI) | Convert between various file formats using Pandoc | ⭐ 5436 | 2025-11-08T09:12:59Z |
| Report generation (@Klavis-AI) | Create professional reports from a simple user query. | ⭐ 5436 | 2025-11-08T09:12:59Z |
| Resend (@Klavis-AI) | Send email using Resend services | ⭐ 5436 | 2025-11-08T09:12:59Z |
| Diff Mcp (@benjamine) | Compares and patches JSON objects with a compact delta format that captures additions, modifications, deletions, and array moves for efficient data synchronization and change visualization. | ⭐ 5222 | 2025-11-08T09:07:05Z |
| Playwright (@executeautomation) | Automate web browsers for testing, scraping, and visual analysis. | ⭐ 4976 | 2025-11-08T10:46:23Z |
| Mcp (@firebase) | Consume MCP resources or expose Genkit tools as server. | ⭐ 4941 | 2025-11-08T12:57:01Z |
| Firecrawl (@vrknetha) | An MCP server implementation integrating with FireCrawl for advanced web scraping capabilities. | ⭐ 4882 | 2025-11-08T12:39:16Z |
| Firecrawl Server (@firecrawl) | Integration with FireCrawl to provide advanced web scraping capabilities for extracting structured data from complex websites. | ⭐ 4882 | 2025-11-08T12:39:16Z |
| 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. | ⭐ 4860 | 2025-11-08T09:19:10Z |
| Aci (@aipotheosis-labs) | Connects your AI agents to 600+ tool integrations with multi-tenant auth and granular permissions. | ⭐ 4671 | 2025-11-07T16:10:25Z |
| Claude Context (@zilliztech) | Bring your codebase as context to Claude Code | ⭐ 4413 | 2025-11-08T09:15:26Z |
| 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. | ⭐ 4378 | 2025-11-08T14:06:39Z |
| Lingo.dev (@lingodotdev) | Enables multilingual content translation for app localization, website content, and text data through a translate tool accessible via npx command with Lingo.dev API key | ⭐ 4360 | 2025-11-08T14:12:45Z |
| Mcp.md (@lingodotdev) | Make your AI agent speak every language on the planet, using Lingo.dev Localization Engine. | ⭐ 4360 | 2025-11-08T14:12:45Z |
| Firebase Tools (@firebase) | Give AI-powered development tools the ability to work with your Firebase projects | ⭐ 4267 | 2025-11-07T19:57:07Z |
| Mcp (@firebase) | Firebase's experimental MCP Server to power your AI Tools | ⭐ 4267 | 2025-11-07T19:57:07Z |
| Ida Pro Mcp (@mrexodia) | Automated reverse engineering with IDA Pro. | ⭐ 4165 | 2025-11-08T12:37:12Z |
| Magic Mcp (@21st-dev) | Create beautiful, modern UI components instantly through natural language descriptions. | ⭐ 3902 | 2025-11-08T03:07:23Z |
| Atlassian (@sooperset) | MCP Atlassian is a Model Context Protocol server for integrating with Atlassian Cloud products such as Confluence and Jira, providing tools for searching, accessing, and managing content and issues. | ⭐ 3545 | 2025-11-08T08:05:13Z |
| Notion Server (@makenotion) | An MCP server that enables AI assistants to interact with the Notion API, allowing them to search, read, comment on, and create content in Notion workspaces through natural language commands. | ⭐ 3436 | 2025-11-08T14:04:52Z |
| Notion Server (@makenotion) | This project implements an MCP server for the Notion API. | ⭐ 3436 | 2025-11-08T14:04:52Z |
| Container Use (@dagger) | Provides containerized development environments that persist state across interactions through git-based storage and Dagger's container runtime, enabling isolated environments with custom toolchains, background services, and the ability to checkpoint environments as publishable container images. | ⭐ 3242 | 2025-11-08T08:43:45Z |
| Exa Server (@exa-labs) | Query Exa API to retrieve structured search results. | ⭐ 3201 | 2025-11-08T13:40:19Z |
| Cipher (@campfirein) | Memory-powered agent framework that provides persistent memory capabilities across conversations and sessions using vector databases and embeddings, enabling context retention, reasoning pattern recognition, and shared workspace memory for team collaboration. | ⭐ 3173 | 2025-11-08T10:30:16Z |
| Chart (@antvis) | Enables AI to generate data visualizations using AntV's charting capabilities, supporting various chart types from structured data without requiring direct knowledge of visualization libraries. | ⭐ 3116 | 2025-11-08T00:57:02Z |
| Ai Gateway (@cloudflare) | Cloudflare's AI Gateway allows you to gain visibility and control over your AI apps. By connecting your apps to AI Gateway, you can gather insights on how people are using your application. | ⭐ 3115 | 2025-11-08T03:07:19Z |
| Auditlogs (@cloudflare) | Audit logs summarize the history of changes made within your Cloudflare account. Audit logs include account level actions like zone configuration changes. | ⭐ 3115 | 2025-11-08T03:07:19Z |
| Autorag (@cloudflare) | Create fully-managed RAG pipelines to power your AI applications with accurate and up-to-date information. | ⭐ 3115 | 2025-11-08T03:07:19Z |
| Browser Rendering (@cloudflare) | Browser automation for Cloudflare Workers and quick browser actions. | ⭐ 3115 | 2025-11-08T03:07:19Z |
| Cloudflare (@cloudflare) | Manage KV stores, R2 storage, D1 databases, and Workers deployments. | ⭐ 3115 | 2025-11-08T03:07:19Z |
| Cloudflare One Casb (@cloudflare) | CASB provides comprehensive visibility and control over your SaaS applications, so you can easily eliminate the risk of compromise, prevent data loss, and avoid compliance violations. | ⭐ 3115 | 2025-11-08T03:07:19Z |
| Dex Analysis (@cloudflare) | Digital Experience Monitoring (DEX) provides visibility into device, network, and application performance across your Zero Trust organization. | ⭐ 3115 | 2025-11-08T03:07:19Z |
| Dns Analytics (@cloudflare) | Integrates tools powered by the Cloudflare DNS Analytics API to provide insights on DNS analytics and optimization. | ⭐ 3115 | 2025-11-08T03:07:19Z |
| Docs Vectorize (@cloudflare) | Connects AI systems to Cloudflare's documentation through Vectorize, enabling semantic search and retrieval of relevant content about Cloudflare products and services. | ⭐ 3115 | 2025-11-08T03:07:19Z |
| Logpush (@cloudflare) | Enables AI assistants to retrieve and manage Cloudflare Logpush jobs across multiple accounts, providing tools for monitoring and troubleshooting log delivery pipelines through conversational interfaces. | ⭐ 3115 | 2025-11-08T03:07:19Z |
| Radar (@cloudflare) | Access to Cloudflare's data on global Internet traffic | ⭐ 3115 | 2025-11-08T03:07:19Z |
| Sandbox Container (@cloudflare) | Provides a secure, sandboxed environment for executing Python, Node.js, and shell commands in ephemeral containers with file management capabilities for code testing, visualization, and data analysis. | ⭐ 3115 | 2025-11-08T03:07:19Z |
| Server (@msgbyte) | Interact with Tianji platform whatever selfhosted or cloud platform, powered by Tianji. | ⭐ 2817 | 2025-11-07T21:13:55Z |
| Apple Mcp (@supermemoryai) | Integrates with Apple's native applications to enable searching contacts, managing notes, and sending messages within the macOS ecosystem. | ⭐ 2796 | 2025-11-08T13:13:28Z |
| Browserbase (@browserbase) | Automate web browsers remotely on a cloud environment. | ⭐ 2775 | 2025-11-08T10:25:01Z |
| Excel Server (@haris-musa) | Enables Excel file manipulation without Microsoft Excel installation using openpyxl, providing workbook operations, data validation detection, formatting, formulas, charts, pivot tables, and native Excel table support for automating spreadsheet workflows and report generation. | ⭐ 2767 | 2025-11-08T13:36:39Z |
| Shadcn Ui Server (@jpisnice) | Provides direct access to shadcn/ui v4 components, blocks, and demos through GitHub API integration with automatic framework detection for React, Svelte, and Vue, enabling rapid UI development with component source code, installation scripts, and complete block implementations. | ⭐ 2438 | 2025-11-08T01:56:01Z |
| Mobile Mcp (@mobile-next) | Enables remote control of Android and iOS devices through commands for screenshots, app management, screen interactions, and UI navigation, ideal for automated testing and demonstrations. | ⭐ 2403 | 2025-11-08T14:15:04Z |
| Obsidian (@markuspfundstein) | Access and modify notes in Obsidian vaults via REST API. | ⭐ 2372 | 2025-11-08T14:05:23Z |
| Obsidian (@MarkusPfundstein) | MCP server to interact with Obsidian via the Local REST API, offering tools for file handling, search, and content operations. | ⭐ 2372 | 2025-11-08T14:05:23Z |