Awesome MCP Servers
A curated list of the best Model Context Protocol servers, organized by category. Discover 1,912 awesome MCP servers across 14 categories for AI-powered development.
Browser Automation
View all browser automation serversControl browsers, take screenshots, fill forms, and automate web interactions.
Unlock AI-ready web data with Firecrawl: scrape any website, handle dynamic content, and automate web scraping for resea
Browser Use lets LLMs and agents access and scrape any website in real time, making web scraping and web page scraping e
Enhance software testing with Playwright MCP: Fast, reliable browser automation, an innovative alternative to Selenium s
AI-driven control of live Chrome via Chrome DevTools: browser automation, debugging, performance analysis and network mo
Use Chrome DevTools for web site test speed, debugging, and performance analysis. The essential chrome developer tools f
Chrome extension-based MCP server that exposes browser functionality to AI assistants. Control tabs, capture screenshots
Supercharge browser tasks with Browser MCP—AI-driven, local browser automation for powerful, private testing. Inspired b
Playwright automates web browsers for web scraping, scraping, and internet scraping, enabling you to scrape any website
Cloudflare Browser Rendering offers global Internet traffic insights and trends using advanced Cloudflare Browser Render
Unlock browser automation studio with Browserbase MCP Server. Enhance Selenium software testing and AI-driven workflows
Databases
View all databases serversQuery, manage, and interact with SQL and NoSQL databases.
MCP Toolbox for Databases by Google. An open-source server that lets AI agents query Cloud SQL, Spanner, AlloyDB, and ot
Connect Supabase projects to AI with Supabase MCP Server. Standardize LLM communication for secure, efficient developmen
Boost Postgres performance with Postgres MCP Pro—AI-driven index tuning, health checks, and safe, intelligent SQL optimi
DBHub: Universal database gateway to view SQLite database, run sequel queries & browse tables. Secure, safe, and easy-to
pg-aiguide — Version-aware PostgreSQL docs and best practices tailored for AI coding assistants. Improve queries, migrat
Securely join MySQL databases with Read MySQL for read-only query access and in-depth data analysis.
Qdrant is a powerful vector database for AI systems to store and retrieve vector-based memories with advanced vector sea
Connect MongoDB databases to chat interfaces. Manage AWS with MongoDB, explore Atlas cost, and inspect collections secur
ToolFront is a knowledge database software and db management system offering unified access to databases with advanced t
Unlock powerful OLAP database analytics on ClickHouse MCP Server. Manage OLAP data with seamless online analytical proce
Search & Web
View all search & web serversSearch the web, scrape content, and access web APIs.
Browser Use lets LLMs and agents access and scrape any website in real time, making web scraping and web page scraping e
Integrate FireCrawl for advanced web scraping to extract clean, structured data from complex websites—fast, scalable, an
Playwright automates web browsers for web scraping, scraping, and internet scraping, enabling you to scrape any website
Use any LLM for deep research. Performs multi-step web search, content analysis, and synthesis for comprehensive researc
Empower AI with the Exa MCP Server—an AI research tool for real-time web search, academic data, and smarter, up-to-date
Access real-time web scraping with Bright Data. Scrape any website and extract structured data easily using advanced web
Empower your workflows with Perplexity Ask MCP Server—seamless integration of AI research tools for real-time, accurate
Official Perplexity API MCP server implementation. Perform AI-powered web searches with real-time information, citations
Access official Microsoft Docs instantly for up-to-date info. Integrates with ms word and ms word online for seamless wo
Tavily Search offers real-time web search and content extraction, perfect for research, aggregation, and endnote online
File Systems
View all file systems serversRead, write, and manage files and directories.
Terminal control, file system search, and diff-based file editing for Claude and other AI assistants. Execute shell comm
Desktop Commander MCP unifies code management with advanced source control, git, and svn support—streamlining developmen
Easily access and modify notes in your Obsidian vaults using a REST API. Integrate Obsidian features seamlessly into you
Obsidian: fast search and analysis of Markdown notes across Obsidian vaults — find, filter, and analyze notes with an in
Securely extract text, metadata, & pages from PDFs using Adobe Acrobat PDF editor software for local & remote files.
Securely extract text and page info from PDFs using pdfjs-dist. Works with local files or remote URLs, like Adobe Acroba
Interact with your Obsidian vault for powerful note taking, file operations, and metadata management using the Obsidian
Seamlessly connect Hugging Face Spaces with your AI assistants for instant access to powerful AI models—no manual setup
Everything Search integrates with the Everything SDK for fast file searches and metadata retrieval on Windows. Try the u
Integrate Google Sheets API and Google Drive for seamless file operations and spreadsheet data manipulation via the Goog
Developer Tools
View all developer tools serversGit, CI/CD, code analysis, and development workflow tools.
AI-driven control of live Chrome via Chrome DevTools: browser automation, debugging, performance analysis and network mo
Use Chrome DevTools for web site test speed, debugging, and performance analysis. The essential chrome developer tools f
Extend your developer tools with GitHub MCP Server for advanced automation, supporting GitHub Student and student packag
Optimize your codebase for AI with Repomix—transform, compress, and secure repos for easier analysis with modern AI tool
Mastra Docs: AI assistants with direct access to Mastra.ai’s full knowledge base for faster, smarter support and insight
Validate Oh My Posh theme configurations quickly and reliably against the official schema to ensure error-free prompts a
Beads — a drop-in memory upgrade for your coding agent that boosts context, speed, and reliability with zero friction.
Connect Blender to Claude AI for seamless 3D modeling. Use AI 3D model generator tools for faster, intuitive, interactiv
n8n offers conversational workflow automation, enabling seamless software workflow creation and management without platf
Unlock seamless Figma to code: streamline Figma to HTML with Framelink MCP Server for fast, accurate design-to-code work
Cloud & Infrastructure
View all cloud & infrastructure serversAWS, GCP, Azure, Docker, Kubernetes, and infrastructure management.
MCP Toolbox for Databases by Google. An open-source server that lets AI agents query Cloud SQL, Spanner, AlloyDB, and ot
Enhance your Firebase projects with AI-powered development tools from Firebase Inc. for smarter, faster app solutions.
Find official MCP servers for Google Maps. Explore resources to build, integrate, and extend apps with Google directions
Explore MCP servers for Google Compute Engine. Integrate model context protocol solutions to streamline GCE app developm
Explore Google Kubernetes Engine (GKE) MCP servers. Access resources and examples for context-aware app development in G
Catalog of official Microsoft MCP server implementations. Access Azure, Microsoft 365, Dynamics 365, Power Platform, and
Supercharge AI platforms with Azure MCP Server for seamless Azure API Management and resource automation. Public Preview
Deploy, monitor, and manage cloud based DBMS and cloud database management tasks on Tencent CloudBase with AI-powered to
Deploy, monitor, and manage full-stack apps on Tencent CloudBase—tools for cloud environments, databases, functions, hos
Interact with Kubernetes resources using natural language instead of complex kubectl commands. Simplify cluster manageme
AI & Machine Learning
View all ai & machine learning serversLLM integration, model management, and AI/ML tooling.
Build persistent semantic networks for enterprise & engineering data management. Enable data persistence and memory acro
Boost your AI code assistant with Context7: inject real-time API documentation from OpenAPI specification sources into y
Connect Blender to Claude AI for seamless 3D modeling. Use AI 3D model generator tools for faster, intuitive, interactiv
MCP Toolbox for Databases by Google. An open-source server that lets AI agents query Cloud SQL, Spanner, AlloyDB, and ot
Use Claude Code, Gemini CLI, Codex CLI, or any MCP client with any AI model. Acts as a multi-model proxy supporting Open
Arize Phoenix — unified interface for managing prompts, exploring datasets, and running LLM experiments across providers
Integrate FireCrawl for advanced web scraping to extract clean, structured data from complex websites—fast, scalable, an
Genkit — consume MCP resources or expose powerful Genkit tools as a server for streamlined development and integration.
Use any LLM for deep research. Performs multi-step web search, content analysis, and synthesis for comprehensive researc
Cipher empowers agents with persistent memory using vector databases and embeddings for seamless context retention and t
Analytics & Data
View all analytics & data serversData analysis, visualization, and business intelligence.
Effortlessly create 25+ chart types with MCP Server Chart. Visualize complex datasets using TypeScript and AntV for powe
Vizro creates and validates data-visualization dashboards from natural language, auto-generating chart code and interact
Automate Excel file tasks without Microsoft Excel using openpyxl and xlsxwriter for formatting, formulas, charts, and ad
Explore official Google BigQuery MCP servers. Find resources and examples to build context-aware apps in Google's ecosys
Integrate with Gemini CLI for large-scale file analysis, secure code execution, and advanced context control using Googl
Access stock price for NVDA, income statements, balance sheets, and market news via the Financial Datasets server and AP
Unlock powerful Excel automation: read/write Excel files, create sheets, and automate workflows with seamless integratio
Optimize Facebook ad campaigns with AI-driven insights, creative analysis, and campaign control in Meta Ads Manager for
Securely extract text, metadata, & pages from PDFs using Adobe Acrobat PDF editor software for local & remote files.
dbt bridges data build tool resources and natural language, enabling top BI software features, metadata discovery, and d
Communication
View all communication serversEmail, Slack, Discord, and messaging integrations.
Send and receive WhatsApp messages directly from Claude and other AI assistants. Search conversations, manage contacts,
Control Gmail, Google Calendar, Docs, Sheets, Slides, Chat, Forms, Tasks, Search, and Drive with AI. Comprehensive Googl
Powerful MCP server for Slack with advanced API, message fetching, webhooks, and enterprise features. Robust Slack data
Voice MCP powers two-way voice apps with Google Cloud Speech to Text, Speech Recognition, and Text to Speech API for acc
Integrate AI assistants with Feishu/Lark's collaboration tools using the official Node.js SDK for seamless productivity
Easily automate Microsoft 365 tasks with simplified Graph API authentication. Access email, calendar, OneDrive, and more
Interact with X (formerly Twitter) using the Twitter API to post tweets, search content, and explore Twitter API pricing
Connect AI with Telegram using our telegram bot for efficient message monitoring, organizing, and handling via powerful
Use Mac Messages, the top iMessage app for PC, to send and read iMessages from your desktop with contact and group chat
Phone Control (Android ADB): Remotely manage Android phones with ADB—make calls, send texts, launch apps, manage contact
Auth & Security
View all auth & security serversAuthentication, authorization, and security tools.
MCP server for Ghidra reverse engineering. Enables AI assistants to decompile binaries, analyze functions, rename variab
Advanced MCP server enabling AI agents to autonomously run 150+ security and penetration testing tools. Covers reconnais
Security scanner for AI agents, MCP servers, and agent skills. Automatically scan code for vulnerabilities, license issu
Semgrep is a leading code analysis tool that scans code for vulnerabilities, helping developers fix issues swiftly withi
Analyze Python, Go, and TypeScript code locally to automatically generate IAM policies and AWS IAM permissions for least
Execute secure shell commands and manage scp command line Linux tasks with CLI Secure's strict security policies. Protec
Connect with CrowdStrike Falcon, a leading endpoint protection platform, for intelligent security analysis and advanced
Access Shodan API and CVEDB for detailed IoT device data, shodan io searches, and the latest NVD CVE vulnerability infor
Access VirusTotal's threat intelligence via this MCP server for advanced security analysis, intrusion prevention, and vi
Use Cycode Security Scanner for automated SAST and site scanner virus checks on local files and repos, with detailed vul
Productivity
View all productivity serversNote-taking, project management, and workflow automation.
Extend your developer tools with GitHub MCP Server for advanced automation, supporting GitHub Student and student packag
Boost productivity with Task Master: an AI-powered tool for project management and agile development workflows, integrat
Mastra Docs: AI assistants with direct access to Mastra.ai’s full knowledge base for faster, smarter support and insight
Beads — a drop-in memory upgrade for your coding agent that boosts context, speed, and reliability with zero friction.
Uno Platform — Documentation and prompts for building cross-platform .NET apps with a single codebase. Get guides, sampl
Access Confluence pages and Jira in the cloud with Atlassian API. Integrate effortlessly using the REST API for Jira.
Enhance productivity with AI-driven Notion automation. Leverage the Notion API for secure, automated workspace managemen
Structured spec-driven development workflow for AI-assisted software development. Creates detailed specifications before
Automate Excel file tasks without Microsoft Excel using openpyxl and xlsxwriter for formatting, formulas, charts, and ad
Boost productivity on macOS with Apple Native Tools—search contacts, manage notes, and message easily in your favorite p
Finance
View all finance serversPayment processing, accounting, and financial data.
Solana Agent Kit: Easily deploy tokens, mint NFTs, and manage DeFi & cross-chain tasks with Solana integration in chat i
Access stock price for NVDA, income statements, balance sheets, and market news via the Financial Datasets server and AP
AkTools MCP Server — comprehensive stock market data and crypto market data with price history, technical indicators, fi
Interact with the Base blockchain using the Coinbase API for wallet management, transfers, and smart contract deployment
Analyze lrcx stock in real-time with Investor Agent using yfinance and CNN data for portfolio and market sentiment insig
FinLab AI — quantitative trading toolkit with extensive data access, backtesting platform, and algorithmic trading tools
Xero enables seamless financial data integration and accounting operations via xero software and OAuth2 for automated wo
Solana Agent: a server for blockchain interactions on Solana, offering asset retrieval, token deployment, wallet managem
Access real-time and historical Chinese stock data including baba stock china and nio stock china, plus news and financi
Experience high-performance CCXT MCP server for seamless cryptocurrency exchange integration.
Design
View all design serversFigma, image generation, and design tool integrations.
Unlock seamless Figma to code: streamline Figma to HTML with Framelink MCP Server for fast, accurate design-to-code work
Create modern React UI components instantly with Magic AI Agent. Integrates with top IDEs for fast, stunning design and
Access shadcn/ui v4 components, blocks, and demos for rapid React UI library development. Seamless integration and sourc
AI-driven CAD modeling with FreeCAD: control design workflows, generate logos, and edit objects using remote Python scri
Convert Figma designs into clean HTML & CSS with customizable file paths and organization—fast, accurate code generation
Transform Figma designs into high-quality code with AI. Seamless figma to code and figma to html workflows for efficient
Extract design file metadata from MasterGo for analysis or code with ease. Great for web page design programs or convert
Explore Magic UI, a React UI library offering structured component access, code suggestions, and installation guides for
Render Mermaid diagrams in real-time with live preview, browser refresh, WebSocket updates, and SVG/PNG/PDF export plus
Excalidraw MCP Server: let AI agents generate, edit, and view Excalidraw diagrams via natural-language commands with rea
Servers that don't fit neatly into other categories.
Control Ableton Live for advanced music production—track creation, MIDI editing, playback, and sound design. Perfect for
MCP server for interfacing with the Godot game engine. Launch the editor, run projects, capture screenshots, manage scen
Unlock powerful text to speech and AI voice generator tools with ElevenLabs. Create, clone, and customize speech easily.
Extract and analyze YouTube transcripts in multiple languages. Use our YouTube transcriptor to easily transcribe for You
Reddit Buddy offers powerful Reddit API tools for browsing, searching, and data annotation with secure access, rate limi
Reddit Buddy offers clean access to Reddit API, advanced reddit tools, and seamless data annotation reddit with smart ca
AI-powered video editor that integrates Video Jungle for natural-language YouTube video search, automated clip generatio
Easily download videos or convert YouTube to MP3/MP4 with our YouTube downloader for quick content analysis using yt-dlp
Strudel Live Coding offers real-time music generation in your browser with 40+ tools for pattern creation, theory, and l
Fetch is a web scraping tool that extracts web content and YouTube transcripts, converting HTML to Markdown with accurat
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Frequently Asked Questions
What are awesome MCP servers?
Awesome MCP servers are community-vetted, high-quality Model Context Protocol servers that extend AI assistants like Claude, Cursor, and VS Code with powerful capabilities. They are curated based on popularity, maintenance quality, and usefulness for AI-powered development workflows.
How to find the best MCP servers?
You can find the best MCP servers by browsing this curated list organized by category, checking GitHub stars and weekly install counts, and reading community reviews. MCP.Directory tracks over 3,000 servers and ranks them by popularity, recent activity, and community adoption.
What is the Model Context Protocol?
The Model Context Protocol (MCP) is an open standard created by Anthropic that enables AI assistants to connect with external tools and data sources. MCP servers provide specific capabilities — like database access, web browsing, or file management — that AI clients can use during conversations and coding sessions.
How do I install an MCP server?
Most MCP servers can be installed with a single click from MCP.Directory. Select your AI client (Cursor, Claude Desktop, VS Code, etc.), click the install button on any server page, and the configuration is automatically added. You can also install manually via npm, pip, or Docker depending on the server.