2,000+ Model Context Protocol servers for Claude, Cursor, Claude Code, and any MCP client. Auto-updated weekly from mcp.directory.
Visit mcp.directory → for the searchable interface, one-click install configs, tool inspectors, and skill cookbooks.
The Model Context Protocol is an open standard from Anthropic that lets AI assistants — Claude, Cursor, Claude Code, ChatGPT, and any MCP-compatible client — connect to your tools, files, and APIs through a single shared interface. Instead of writing one integration per assistant, you ship one MCP server and every client can use it.
You can use MCP servers to give your AI access to your databases, your browser, your Slack workspace, internal APIs, cloud accounts, or filesystems. Browse all 2,002 servers on mcp.directory →, or read setup guides for your client.
The most-installed MCP servers across mcp.directory. Updated weekly.
- Atlassian (Jira & Confluence) — Atlassian's official remote MCP server. Securely connects Jira and Confluence to Claude, Cursor, or any MCP client. OAut (15,822 ★ · 16 tools · TypeScript)
- Context7 — Boost your AI code assistant with Context7: inject real-time API documentation from OpenAPI specification sources into y (14,976 ★ · 2 tools · TypeScript)
- Sequential Thinking — Break down complex problems with Sequential Thinking, a structured tool and step by step math solver for dynamic, reflec (7,434 ★ · 1 tools · TypeScript)
- DuckDuckGo — Integrate DuckDuckGo web search into your site with our MCP server, supporting features like Google custom search and ro (4,028 ★ · 1 tools · TypeScript)
- Playwright Browser Automation — Enhance software testing with Playwright MCP: Fast, reliable browser automation, an innovative alternative to Selenium s (7,331 ★ · 22 tools · TypeScript)
- HashiCorp Terraform — Official HashiCorp Terraform MCP server. Real-time access to provider documentation, module specifications, and Sentinel (13,608 ★ · 16 tools · TypeScript)
- Bright Data — Official Bright Data MCP server. Web scraping, SERP data collection, and browser automation via Bright Data's proxy netw (9,895 ★ · 15 tools · TypeScript)
- Mem0 — Official Mem0 MCP server. Give AI assistants persistent memory — store, retrieve, and semantically search user preferenc (8,399 ★ · 16 tools · TypeScript)
- E2B Sandboxes — Official E2B MCP server for secure, sandboxed code execution. Run Python and JavaScript in isolated cloud sandboxes with (6,990 ★ · 16 tools · TypeScript)
- Tableau MCP — Tableau's official MCP server. Gives AI agents access to Tableau's VizQL Data Service, Metadata API, and other Tableau A (6,292 ★ · 16 tools · TypeScript)
See the full ranked list of 2,002+ servers →
Pick your AI assistant and follow the deep-dive setup guide:
| Client | Guide | |
|---|---|---|
 |
Claude Desktop | Setup guide → |
 |
Claude Code | Setup guide → |
 |
Cursor | Setup guide → |
 |
VS Code | Setup guide → |
 |
Windsurf | Setup guide → |
 |
Zed | Setup guide → |
 |
ChatGPT | Setup guide → |
 |
Gemini CLI | Setup guide → |
 |
Codex | Setup guide → |
- AI & Machine Learning (235)
- Analytics & Data (65)
- Auth & Security (74)
- Browser Automation (62)
- Cloud Infrastructure (80)
- Communication (62)
- Databases (134)
- Design (1)
- Developer Tools (480)
- File Systems (41)
- Finance (108)
- Other (213)
- Productivity (277)
- Search & Web (170)
- All servers (alphabetical, link-only)
- Top 50 Skills
Top 20 of 235 AI & Machine Learning servers, ranked by popularity on mcp.directory. View all →
| Server | Description | Stars | Tools | Language |
|---|---|---|---|---|
| Context7 | Boost your AI code assistant with Context7: inject real-time API documentation from OpenAPI specification sources into y | 14,976 | 2 | TypeScript |
| Mem0 | Official Mem0 MCP server. Give AI assistants persistent memory — store, retrieve, and semantically search user preferenc | 8,399 | 16 | TypeScript |
| Replicate | Official Replicate MCP server for running thousands of ML models via API. Generate images with Stable Diffusion, clone v | 8,245 | 16 | TypeScript |
| Groq | Official Groq MCP server for ultra-fast LLM inference. Connect Claude or Cursor to Groq's LPU-powered API for running Ll | 6,445 | 15 | TypeScript |
| Canva | Canva MCP server. Create designs, access brand kits, and export assets via Canva Connect API. Automate design workflows | 4,705 | 16 | TypeScript |
| Cerebras Code | Official Cerebras MCP server for blazing-fast code generation. Plan with Claude or Cursor, then execute with Cerebras in | 3,525 | 15 | TypeScript |
| Penpot | Integrate Penpot with electronic design automation software for browsing, retrieving, and exporting UI designs easily us | 3,211 | 0 | TypeScript |
| Miro | Miro MCP server for whiteboard automation. Create boards, add sticky notes, shapes, and connectors. Export boards and qu | 2,923 | 17 | TypeScript |
| Blender | Connect Blender to Claude AI for seamless 3D modeling. Use AI 3D model generator tools for faster, intuitive, interactiv | 2,756 | 21 | TypeScript |
| Llama.cpp Bridge | Llama.cpp Bridge connects local llama-server instances to MCP clients, enabling chat, health checks, and flexible llama. | 2,373 | 0 | TypeScript |
| Qwen Code | Enhance your codebase with Qwen Code, a leading code quality analysis tool offering advanced CLI integration and automat | 2,226 | 3 | TypeScript |
| Ollama | Integrate Ollama's local LLM models for secure, on-premise AI and data control with MCP-compatible apps. Deploy custom m | 2,176 | 0 | TypeScript |
| Knowledge Graph Memory | Build persistent semantic networks for enterprise & engineering data management. Enable data persistence and memory acro | 1,923 | 9 | TypeScript |
| Ollama | Connect MCP with Ollama for local large language model inference, text generation, and model management—no cloud APIs re | 1,613 | 3 | TypeScript |
| Framer | Framer MCP server. Generate, edit, and publish Framer sites. Work with components, CMS, and design systems via Framer's | 1,525 | 18 | TypeScript |
| LlamaIndex | LlamaIndex integrates LlamaIndexTS to deliver AI question answer and code generation with top LLM providers for document | 1,164 | 0 | TypeScript |
| ModelScope Qwen-Image | Generate images from text prompts using ModelScope Qwen-Image with format auto-detection and robust multilingual support | 1,115 | 0 | TypeScript |
| OpenRouter | OpenRouter offers seamless access to diverse AI models for multimodal vision and language, with smart model selection an | 1,075 | 0 | TypeScript |
| Kiro Memory | Kiro Memory is project tracking software for developers, offering task tracking, automatic detection, and context-aware | 1,063 | 0 | TypeScript |
| Think Tool | Think Tool is a powerful knowledge management system for explicit reasoning, policy verification, and safe knowledge dat | 1,039 | 1 | TypeScript |
View all 235 AI & Machine Learning servers on mcp.directory →
Top 20 of 65 Analytics & Data servers, ranked by popularity on mcp.directory. View all →
| Server | Description | Stars | Tools | Language |
|---|---|---|---|---|
| Ahrefs | Power your SEO with Ahrefs: advanced keyword research, rank tracking, batch analysis & competitor insights with Google K | 3,942 | 0 | TypeScript |
| Gemini CLI | Integrate with Gemini CLI for large-scale file analysis, secure code execution, and advanced context control using Googl | 2,305 | 6 | TypeScript |
| Bing Webmaster Tools | Use Bing Webmaster Tools to check web traffic of a website, analyze SEO, and manage site health with 40+ powerful site m | 2,061 | 0 | TypeScript |
| DataForSEO | Boost AI assistants with a unified DataForSEO MCP server interface. This project offers modular tools—SERP, Keywords, Ba | 1,916 | 0 | TypeScript |
| Coupler | The Coupler.io MCP Server is a Model Context Protocol (MCP) server that provides seamless integration with Coupler.io AP | 1,794 | 0 | TypeScript |
| SE Ranking | AI-friendly MCP server for SE Ranking: run natural-language SEO analysis to find lost or high-op keywords, compare compe | 1,735 | 0 | TypeScript |
| Seo Research | SEO Research MCP brings powerful SEO research capabilities directly into your AI coding assistant. Using the Model Conte | 1,710 | 0 | TypeScript |
| MCP Server Chart | Effortlessly create 25+ chart types with MCP Server Chart. Visualize complex datasets using TypeScript and AntV for powe | 1,363 | 26 | TypeScript |
| ECharts | Generate ECharts visualizations as PNG images from JavaScript configs, perfect for data visualization and report generat | 749 | 1 | TypeScript |
| Obsidian Local REST API | Enhance your Obsidian workflow with this plugin using Local REST API for advanced search, note access, and vault structu | 694 | 0 | TypeScript |
| Theta Health | Theta Health MCP Server offers EHR interoperability solutions, enabling AI assistants to access and manage diverse healt | 661 | 21 | TypeScript |
| dbt | dbt bridges data build tool resources and natural language, enabling top BI software features, metadata discovery, and d | 594 | 0 | TypeScript |
| SimilarWeb | The Similarweb Model Context Protocol (MCP) Server provides seamless access to Similarweb's digital intelligence dataset | 580 | 0 | TypeScript |
| Seitrace | Seitrace offers Sei blockchain token analytics, transactions, and portfolio management for DeFi. Track balances, holders | 580 | 0 | TypeScript |
| Lighthouse | Use Google Lighthouse to check web page performance and optimize website speed. Try our landing page optimizer for bette | 528 | 2 | TypeScript |
| Log Analyzer | Log Analyzer offers advanced Python log analysis, pattern filtering, pytest output parsing, and code coverage reporting | 506 | 0 | TypeScript |
| Axe Accessibility | Test website accessibility and ensure WCAG compliance with Axe Accessibility, a web accessibility checker with detailed | 492 | 6 | TypeScript |
| Google Search Console | Analyze your site's SEO metrics and search performance data with Google Search Console webmaster tools for improved visi | 443 | 0 | TypeScript |
| Google BigQuery | Explore official Google BigQuery MCP servers. Find resources and examples to build context-aware apps in Google's ecosys | 440 | 0 | TypeScript |
| Moralis Web3 API | Integrate with Moralis Web3 API for seamless blockchain data access, token analytics, and smart contract interaction—all | 413 | 0 | TypeScript |
View all 65 Analytics & Data servers on mcp.directory →
Top 20 of 74 Auth & Security servers, ranked by popularity on mcp.directory. View all →
| Server | Description | Stars | Tools | Language |
|---|---|---|---|---|
| Atlassian (Jira & Confluence) | Atlassian's official remote MCP server. Securely connects Jira and Confluence to Claude, Cursor, or any MCP client. OAut | 15,822 | 16 | TypeScript |
| Webflow | Official Webflow MCP server. Manage sites, pages, CMS collections, and form submissions via Webflow's Data API. Publish | 3,890 | 16 | TypeScript |
| ClickUp | ClickUp MCP server. Manage tasks, lists, folders, spaces, and docs. Track time, update statuses, and integrate ClickUp w | 3,777 | 17 | TypeScript |
| Make.com (Integromat) | Official Make.com MCP server. Trigger scenarios, manage connections, and automate workflows across 2,000+ apps via Make' | 3,775 | 16 | TypeScript |
| Contentful | Official Contentful MCP server. Manage content types, entries, assets, and localization. Query and edit structured conte | 3,321 | 18 | TypeScript |
| Attio | Attio MCP server with 35+ tools. Manage the modern CRM — companies, people, deals, lists, notes, and batch operations. M | 1,978 | 16 | TypeScript |
| Typeform | Typeform MCP server. Create, update, and analyze typeforms. Access responses, manage workspaces, and integrate form data | 1,729 | 16 | TypeScript |
| Jotform | Official Jotform MCP server. Manage forms, submissions, and integrations. Create forms programmatically and extract subm | 1,559 | 17 | TypeScript |
| React Native Development Guide | Get expert React Native software guidance with tools for component analysis, performance, debugging, and migration betwe | 1,337 | 13 | TypeScript |
| Semgrep | Semgrep is a leading code analysis tool that scans code for vulnerabilities, helping developers fix issues swiftly withi | 1,250 | 8 | TypeScript |
| Keycloak | Integrate with Keycloak for user creation, role assignment, group, and client management across realms using Keycloak id | 917 | 0 | TypeScript |
| VirusTotal | Access VirusTotal's threat intelligence via this MCP server for advanced security analysis, intrusion prevention, and vi | 694 | 0 | TypeScript |
| DeepSource | Integrate DeepSource's static code analysis tools for real-time project metrics, issue tracking, and code quality insigh | 623 | 0 | TypeScript |
| Code Audit (Ollama) | Scan your website for viruses and vulnerabilities with Code Audit (Ollama). Get a comprehensive site scanner virus check | 576 | 0 | TypeScript |
| Authenticator App | Securely access two-factor authentication codes and passwords with this advanced password manager for seamless login ass | 481 | 0 | TypeScript |
| Security Audit | Security Audit analyzes Node.js dependencies for vulnerabilities using npm-audit-report, delivering actionable security | 478 | 1 | TypeScript |
| Infisical (Secrets Management) | Securely manage and access secrets with a bridge to Infisical. Supports secret server solutions like AWS Secrets Manager | 460 | 0 | TypeScript |
| ChuckNorris (L1B3RT4S Prompt Enhancer) | Enhance prompt engineering for ChatGPT with ChuckNorris, fetching top prompts for LLMs. Boost prompts engineering for re | 454 | 2 | TypeScript |
| IT Tools | Access 50+ secure IT tools for developers, with features like bill pay for National Grid, Con Edison, and National Fuel, | 424 | 119 | TypeScript |
| CLI Secure | Execute secure shell commands and manage scp command line Linux tasks with CLI Secure's strict security policies. Protec | 422 | 0 | TypeScript |
View all 74 Auth & Security servers on mcp.directory →
Top 20 of 62 Browser Automation servers, ranked by popularity on mcp.directory. View all →
| Server | Description | Stars | Tools | Language |
|---|---|---|---|---|
| Playwright Browser Automation | Enhance software testing with Playwright MCP: Fast, reliable browser automation, an innovative alternative to Selenium s | 7,331 | 22 | TypeScript |
| Playwright | Playwright is your browser automation studio for powerful web and visual tasks. Achieve advanced playwright testing and | 5,664 | 10 | TypeScript |
| Puppeteer | Puppeteer is a browser automation studio server for LLMs, enabling web page interaction, screenshots, and testing with S | 5,622 | 7 | TypeScript |
| Weaviate | Official Weaviate MCP server. Use Weaviate as a knowledge base for AI agents or as a chat memory store with semantic sea | 4,418 | 15 | TypeScript |
| Chrome DevTools | Use Chrome DevTools for web site test speed, debugging, and performance analysis. The essential chrome developer tools f | 3,773 | 26 | TypeScript |
| Browser | Supercharge browser tasks with Browser MCP—AI-driven, local browser automation for powerful, private testing. Inspired b | 3,232 | 12 | TypeScript |
| Firecrawl | Unlock AI-ready web data with Firecrawl: scrape any website, handle dynamic content, and automate web scraping for resea | 2,843 | 0 | TypeScript |
| Skyvia MCP | Official Skyvia MCP server for cloud data integration. Connects AI agents to Skyvia's ETL, backup, and data replication | 2,265 | 16 | TypeScript |
| Web Fetcher | Web Fetcher uses Playwright for reliable data web scraping and extraction from JavaScript-heavy websites, returning clea | 1,549 | 3 | TypeScript |
| Selenium | Automate web browser actions efficiently using Selenium WebDriver for robust testing with Selenium on Python and seamles | 1,166 | 14 | TypeScript |
| Selenium WebDriver | Selenium WebDriver automates browser tasks for automated testing in software testing, supporting Chrome, Firefox, and Ed | 1,108 | 56 | TypeScript |
| Browser Automation | Automate browsers easily with a Chrome extension and WebSocket—no headless setup. Ideal for Selenium, WebDriver, and bro | 911 | 10 | TypeScript |
| Cloudflare Browser Rendering | Cloudflare Browser Rendering offers global Internet traffic insights and trends using advanced Cloudflare Browser Render | 861 | 0 | TypeScript |
| Playwright | Playwright automates web browsers for web scraping, scraping, and internet scraping, enabling you to scrape any website | 843 | 32 | TypeScript |
| Playwright Browser Automation | Automate web tasks with Playwright's browser control—ideal for web scraper needs, scraping tasks, and top web scraping t | 742 | 10 | TypeScript |
| Bright Data | Access real-time web scraping with Bright Data. Scrape any website and extract structured data easily using advanced web | 685 | 0 | TypeScript |
| Electron Desktop Automation | Electron Desktop Automation streamlines app testing with screenshots, console monitoring, project detection, and debuggi | 662 | 0 | TypeScript |
| XiaoHongShu (Little Red Book) | Integrate with XiaoHongShu (Little Red Book) for seamless authentication, content discovery, publishing, and social inte | 661 | 0 | TypeScript |
| Chrome Tools | Control Chrome remotely, capture screenshots, and monitor network traffic using Chrome Tools with seamless remote access | 647 | 0 | TypeScript |
| Puppeteer Real Browser | Puppeteer Real Browser offers stealth automation with anti-detection, proxy, and captcha solving for undetectable web sc | 642 | 0 | TypeScript |
View all 62 Browser Automation servers on mcp.directory →
Top 20 of 80 Cloud Infrastructure servers, ranked by popularity on mcp.directory. View all →
| Server | Description | Stars | Tools | Language |
|---|---|---|---|---|
| HashiCorp Terraform | Official HashiCorp Terraform MCP server. Real-time access to provider documentation, module specifications, and Sentinel | 13,608 | 16 | TypeScript |
| Gemini Cloud Assist | Official MCP server for Gemini Cloud Assist. Provides tools to help with GCP tasks including troubleshooting, cost optim | 3,240 | 15 | TypeScript |
| Modal | Modal MCP server for serverless cloud compute. Run Python functions, train models, and deploy GPU workloads from AI assi | 2,562 | 18 | TypeScript |
| Hostinger API | Hostinger API simplifies hosting tasks like domain registration, DNS, VPS setup, backups, and billing using 100+ special | 2,193 | 0 | TypeScript |
| Salesforce | Unlock seamless Salesforce org management with the secure, flexible Salesforce DX MCP Server. Streamline workflows and b | 1,623 | 0 | TypeScript |
| Netlify | Effortlessly manage Netlify projects with AI using the Netlify MCP Server—automate deployment, sites, and more via natur | 1,096 | 9 | TypeScript |
| Tencent EdgeOne Pages | Effortlessly deploy static sites with EdgeOne Pages—an easy, scalable alternative to Amazon website hosting for fast, re | 1,013 | 1 | TypeScript |
| Railway | Deploy and manage apps easily on Railway's train platform—handle services, environments, and more via conversational wor | 991 | 14 | TypeScript |
| Azure All | Supercharge AI platforms with Azure MCP Server for seamless Azure API Management and resource automation. Public Preview | 838 | 47 | TypeScript |
| Cloudflare | Manage DNS, CDN, and security configs with Cloudflare API. Automate web infrastructure using cloudflare dns and cloudfla | 788 | 0 | TypeScript |
| Kubernetes | Manage Kubernetes clusters in real-time using kubectl commands for seamless resource administration directly within conv | 751 | 0 | TypeScript |
| Tencent CloudBase | Deploy, monitor, and manage cloud based DBMS and cloud database management tasks on Tencent CloudBase with AI-powered to | 751 | 0 | TypeScript |
| AWS S3 | Access AWS S3 storage to list buckets, browse objects, and extract text from files like PDFs with ease. | 747 | 0 | TypeScript |
| Coolify | Manage servers and databases with Coolify—seamless system management server and SQL server tools via natural language. | 739 | 0 | TypeScript |
| Kubernetes | Control and monitor Kubernetes clusters easily. Simplify your K8s management and debugging with powerful features. | 723 | 9 | TypeScript |
| DigitalOcean | Easily manage, deploy, and monitor cloud resources on DigitalOcean using natural language commands for streamlined cloud | 692 | 0 | TypeScript |
| Auth0 | Integrate Auth0 with AI agents to manage Auth0 operations using natural language. Easily create apps and retrieve domain | 657 | 0 | TypeScript |
| Coolify | Coolify is a robust application deployment tool and deployment software for managing servers, applications, and team res | 586 | 0 | TypeScript |
| Coolify | Manage apps and databases easily with Coolify's deployment platform—integrate 110+ services, 8 database types, and robus | 558 | 0 | TypeScript |
| Kubernetes Multi-Cluster Manager | Kubernetes Multi-Cluster Manager enables seamless kubectl management across multiple clusters, connecting distributed re | 532 | 3 | TypeScript |
View all 80 Cloud Infrastructure servers on mcp.directory →
Top 20 of 62 Communication servers, ranked by popularity on mcp.directory. View all →
| Server | Description | Stars | Tools | Language |
|---|---|---|---|---|
| Microsoft Outlook | Microsoft Outlook MCP server. Read, search, and send emails, manage calendar events, and handle contacts via Microsoft G | 7,554 | 18 | TypeScript |
| Zendesk MCP | Comprehensive MCP server for interacting with the Zendesk API. Manages Zendesk Support, Talk, Chat, and Guide products — | 4,105 | 17 | TypeScript |
| SendGrid MCP | Comprehensive SendGrid MCP server with 59 tools covering email marketing, transactional email, template management, cont | 3,889 | 16 | TypeScript |
| Mailchimp | Mailchimp MCP server. Manage audiences, campaigns, automations, and templates. Send emails, track opens/clicks, and anal | 2,805 | 17 | TypeScript |
| Klaviyo | Comprehensive Klaviyo MCP server. Manage profiles, lists, segments, campaigns, flows, and analytics for ecommerce email | 2,497 | 16 | TypeScript |
| x-twitter-scraper | X/Twitter data MCP server with 122 endpoints, tweet search, user profiles, monitoring - 33x cheaper than official X API | 2,040 | 2 | TypeScript |
| X (Twitter) | Interact with X (formerly Twitter) using the Twitter API to post tweets, search content, and explore Twitter API pricing | 1,669 | 0 | TypeScript |
| Webhooks | Webhooks enable automated notifications and workflow automation software integration by sending customizable messages to | 1,347 | 0 | TypeScript |
| JMAP (Fastmail) | Access Fastmail via JMAP for secure email reading, advanced search, and easy content management. Fastmail login and Gmai | 994 | 0 | TypeScript |
| Slack | Powerful MCP server for Slack with advanced API, message fetching, webhooks, and enterprise features. Robust Slack data | 882 | 0 | TypeScript |
| Asterisk Phone System | Enhance your call monitoring center with Asterisk Phone System integration—enabling outbound calls, conversation monitor | 865 | 0 | TypeScript |
| Telegram Communicator | Enable real-time, secure chat via telegram bots. Telegram Communicator supports asynchronous messaging & private telegra | 852 | 0 | TypeScript |
| mail-mcp | Rust-based email MCP server with IMAP/SMTP/EWS/Graph API support, OAuth2, multi-account for Microsoft 365, Gmail, Zoho - | 643 | 20 | TypeScript |
| Gmail | Manage your emails effortlessly with Gmail, the email management software that organizes, sends, and retrieves messages | 640 | 0 | TypeScript |
| Discord | Integrates with Discord API for advanced server management—messaging, moderation, roles, events & more via 46+ tools. Re | 633 | 0 | TypeScript |
| X Twitter | Connect your app to Twitter for automated tweets, auto posting, and profile management using our platform's seamless API | 613 | 0 | TypeScript |
| Phone Control (Android ADB) | Phone Control (Android ADB): Remotely manage Android phones with ADB—make calls, send texts, launch apps, manage contact | 596 | 21 | TypeScript |
| Email Server | Connect your free email services or Mailchimp for seamless automation. Manage emails efficiently with IMAP and SMTP supp | 516 | 7 | TypeScript |
| DingTalk | Integrate notifications into your workflow with DingTalk. Send messages, updates, and team alerts via secure webhook con | 476 | 5 | TypeScript |
| Discord | Integrate powerful bots on Discord with advanced features like message management, webhooks, and server admin tools usin | 471 | 0 | TypeScript |
View all 62 Communication servers on mcp.directory →
Top 20 of 134 Databases servers, ranked by popularity on mcp.directory. View all →
| Server | Description | Stars | Tools | Language |
|---|---|---|---|---|
| Supabase MCP Server | Connect Supabase projects to AI with Supabase MCP Server. Standardize LLM communication for secure, efficient developmen | 2,507 | 0 | TypeScript |
| DBHub (Universal Database Gateway) | DBHub: Universal database gateway to view SQLite database, run sequel queries & browse tables. Secure, safe, and easy-to | 1,113 | 2 | TypeScript |
| MySQL Database | Connect to MySQL databases, execute SQL queries, and get JSON results easily with our simple interface—ideal for MySQL a | 1,108 | 0 | TypeScript |
| Svelte | Access Svelte documentation, code analysis, and autofix tools for Svelte 5 & SvelteKit. Improve projects with smart migr | 1,008 | 4 | TypeScript |
| AWS Athena | AWS Athena connector lets you run SQL on AWS data lakes via Athena in AWS, empowering rapid, large-scale business intell | 968 | 0 | TypeScript |
| Neo4j | Integrate with Neo4j graph database for natural language queries, node creation, and advanced data relationships in grap | 907 | 0 | TypeScript |
| Database Connections | Database Connections offers a TypeScript-based server for seamless connections to SQLite, PostgreSQL, SQL Server, and Mo | 766 | 0 | TypeScript |
| SurrealDB | SurrealDB is a versatile graph database supporting graph, document, and relational data with powerful query and bulk man | 757 | 0 | TypeScript |
| InfluxDB | Connect to InfluxDB time series databases for querying, writing, and managing data using powerful tools and resources. | 729 | 0 | TypeScript |
| Read MySQL | Securely join MySQL databases with Read MySQL for read-only query access and in-depth data analysis. | 713 | 0 | TypeScript |
| PostgreSQL | Connect and manage your PostgreSQL database with support for SQL queries, table management, and schema inspection, inclu | 691 | 0 | TypeScript |
| ClickHouse | Unlock powerful OLAP database analytics on ClickHouse MCP Server. Manage OLAP data with seamless online analytical proce | 680 | 0 | TypeScript |
| Pinecone Developer (Vector Database) | Build with Pinecone, the vector database designed for scalable, knowledgeable AI. Try Pinecone vector database and excel | 662 | 0 | TypeScript |
| PowerPlatform Dataverse | Integrate with Microsoft Dataverse to access entities, attributes, and relationships for advanced data modeling and expl | 655 | 0 | TypeScript |
| Gralio | Compare HR software easily with Gralio: 3M+ SaaS reviews, pricing, features, alternatives, and user insights for 30,000+ | 639 | 0 | TypeScript |
| BigQuery | Securely query and analyze your Google BigQuery datasets using natural language with BigQuery for fast, easy data insigh | 620 | 1 | TypeScript |
| bgpt-mcp | Search scientific papers with AI tools. Get experimental data, methods, results, and quality scores from full-text studi | 601 | 1 | TypeScript |
| MongoDB | Connect MongoDB databases to chat interfaces. Manage AWS with MongoDB, explore Atlas cost, and inspect collections secur | 586 | 0 | TypeScript |
| Alibaba Cloud Supabase | Alibaba Cloud Supabase integrates project management, GPDB tools, Edge Functions, storage, and cloud automation for seam | 584 | 0 | TypeScript |
| PostgreSQL Multi-Schema | PostgreSQL Multi-Schema offers read-only access with advanced schema support for secure query execution and multi-namesp | 574 | 0 | TypeScript |
View all 134 Databases servers on mcp.directory →
1 Design server. Browse on mcp.directory →
| Server | Description | Stars | Tools | Language |
|---|---|---|---|---|
| Icons8 | Get free MCP server SVG and PNG icons from Icons8 for your coding projects. Enhance your vibe with quality icons! | 789 | 4 | TypeScript |
Top 20 of 480 Developer Tools servers, ranked by popularity on mcp.directory. View all →
| Server | Description | Stars | Tools | Language |
|---|---|---|---|---|
| ReactBits | Access 135+ animated React UI components from ReactBits.dev with intelligent caching, dependency detection, and quality | 5,584 | 5 | TypeScript |
| Codex CLI | Codex CLI is a code analysis tool for structured command execution, brainstorming, and workflow automation with static c | 5,401 | 8 | TypeScript |
| GitHub | Extend your developer tools with GitHub MCP Server for advanced automation, supporting GitHub Student and student packag | 4,326 | 0 | TypeScript |
| n8n | n8n offers conversational workflow automation, enabling seamless software workflow creation and management without platf | 3,880 | 0 | TypeScript |
| Docfork | Docfork delivers up-to-date documentation and code examples for any software library, enhancing your config management t | 3,611 | 2 | TypeScript |
| FreeCAD | AI-driven CAD modeling with FreeCAD: control design workflows, generate logos, and edit objects using remote Python scri | 3,503 | 10 | TypeScript |
| Package Docs | Access up-to-date library info for NPM, Go & Python with Package Docs. Quickly find docs for python requests & npm cmd; | 3,225 | 0 | TypeScript |
| Nia | Nia is an MCP server that boosts coding agents’ performance by indexing extra documentation and codebases for improved r | 3,145 | 0 | TypeScript |
| Meta Ads | Optimize Facebook ad campaigns with AI-driven insights, creative analysis, and campaign control in Meta Ads Manager for | 3,056 | 0 | TypeScript |
| Open AI Docs | Search and read OpenAI developer docs from your editor using MCP. OpenAI hosts a public Model Context Protocol (MCP) ser | 2,849 | 5 | TypeScript |
| XcodeBuild | XcodeBuild streamlines iOS app development for Apple developers with tools for building, debugging, and deploying iOS an | 2,782 | 63 | TypeScript |
| MCP Installer | MCP Installer simplifies dynamic installation and configuration of additional MCP servers. Get started easily with MCP I | 2,352 | 2 | TypeScript |
| Revit | Connect Revit with external tools for efficient creation, update, and management of model elements through a TCP socket | 2,242 | 0 | TypeScript |
| iOS Simulator | Use iOS Simulator for testing with tools like UI interaction and device info retrieval. Perfect as an iPhone emulator fo | 2,241 | 13 | TypeScript |
| Magic UI | Explore Magic UI, a React UI library offering structured component access, code suggestions, and installation guides for | 2,107 | 8 | TypeScript |
| Azure DevOps | Boost your productivity by managing Azure DevOps projects, pipelines, and repos in VS Code. Streamline dev workflows wit | 2,087 | 77 | TypeScript |
| Rtfmbro | Rtfmbro is an MCP server for config management tools—get real-time, version-specific docs from GitHub for Python, Node.j | 2,052 | 4 | TypeScript |
| PulseMCP | Integrate with PulseMCP to query MCP server and integration data for ecosystem analysis and expert service recommendatio | 2,049 | 2 | TypeScript |
| Magic | Create modern React UI components instantly with Magic AI Agent. Integrates with top IDEs for fast, stunning design and | 1,981 | 0 | TypeScript |
| Swagger/OpenAPI | Integrate Swagger/OpenAPI with your REST API to explore endpoints, fetch docs, and execute authenticated requests easily | 1,970 | 0 | TypeScript |
View all 480 Developer Tools servers on mcp.directory →
Top 20 of 41 File Systems servers, ranked by popularity on mcp.directory. View all →
| Server | Description | Stars | Tools | Language |
|---|---|---|---|---|
| Desktop Commander | Desktop Commander MCP unifies code management with advanced source control, git, and svn support—streamlining developmen | 5,366 | 26 | TypeScript |
| PDF Reader | Securely extract text, metadata, & pages from PDFs using Adobe Acrobat PDF editor software for local & remote files. | 2,382 | 1 | TypeScript |
| Ripgrep | Ripgrep offers high-performance text search, ideal for SEO optimization software and rapid content discovery across loca | 1,764 | 5 | TypeScript |
| Obsidian | Connect Obsidian vaults for natural language queries and secure note updates with seamless Obsidian integration. | 1,514 | 0 | TypeScript |
| Filesystem | Filesystem MCP server offers secure, controlled file listing, reading, writing, and searching with robust path validatio | 1,403 | 0 | TypeScript |
| Grep | Convert natural language queries into regex patterns and run Python regular expression search with Grep. Easily use pyth | 1,074 | 5 | TypeScript |
| Obsidian Vault | Interact with your Obsidian vault for powerful note taking, file operations, and metadata management using the Obsidian | 844 | 0 | TypeScript |
| WSL Filesystem | Access and manage your WSL Filesystem seamlessly from Windows. Effortlessly read, write, and edit files across Linux and | 690 | 0 | TypeScript |
| JSON Splitter and Merger | Effortlessly split or merge large JSON files with our JSON Splitter and Merger for streamlined and efficient data proces | 643 | 2 | TypeScript |
| Fast Filesystem | Fast Filesystem offers memory-efficient file operations, compress to zip or rar format, with backup and editing. Try wit | 641 | 25 | TypeScript |
| YouTube Downloader | Easily download videos or convert YouTube to MP3/MP4 with our YouTube downloader for quick content analysis using yt-dlp | 629 | 0 | TypeScript |
| HuggingFace Spaces Connector | Seamlessly connect Hugging Face Spaces with your AI assistants for instant access to powerful AI models—no manual setup | 532 | 3 | TypeScript |
| Text Editor | Edit, view, and create text files with persistent state using our server, featuring tools like Adobe Acrobat DC PDF edit | 482 | 1 | TypeScript |
| macOS Tools | macOS Tools offers system monitoring and advanced file search with tagging on macOS, using SQLite for historical data an | 444 | 2 | TypeScript |
| pop-pay | Secure payment layer for AI agents - card credentials injected via CDP, never exposed to AI context. Runtime security fo | 431 | 3 | TypeScript |
| MIDI Files | Easily parse and manipulate MIDI files using Tone.js. Streamline your MIDI files workflow with our robust MIDI files sol | 416 | 11 | TypeScript |
| Delete File | Safely delete files on Windows with support for all paths. Useful for Windows file recovery and effective disk clean up. | 415 | 1 | TypeScript |
| File System Access | Enable File System Access to read and analyze local files easily, with secure API key authentication and no manual uploa | 414 | 0 | TypeScript |
| Obsidian | Easily access and modify notes in your Obsidian vaults using a REST API. Integrate Obsidian features seamlessly into you | 413 | 0 | TypeScript |
| Pinata IPFS | Pinata IPFS enables secure storage, upload, and retrieval of files on decentralized networks with Pinata's IPFS API inte | 365 | 0 | TypeScript |
View all 41 File Systems servers on mcp.directory →
Top 20 of 108 Finance servers, ranked by popularity on mcp.directory. View all →
| Server | Description | Stars | Tools | Language |
|---|---|---|---|---|
| PayPal | Official PayPal MCP server. Process payments, manage subscriptions, handle disputes, and access transaction history via | 6,697 | 18 | TypeScript |
| Korean Stock Market (DART & KRX) | Access comprehensive Korean stock market data, including KOSPI stock index info, company data, and financials via DART & | 6,228 | 0 | TypeScript |
| KOSPI/KOSDAQ Stock Data | Access real-time KOSPI stock index data with tools for ticker symbols, OHLCV, market cap, and trading activity via pykrx | 4,918 | 6 | TypeScript |
| Fear & Greed Index | Access CNN's Fear & Greed Index for US stock market sentiment, including Dow Jones Industrial Average index momentum and | 2,988 | 1 | TypeScript |
| AKShare Chinese Stock Market | Access real-time and historical Chinese stock data including baba stock china and nio stock china, plus news and financi | 2,572 | 9 | TypeScript |
| Ramp | Ramp MCP server. Access corporate card transactions, receipts, approval workflows, and expense reports. Automate finance | 2,303 | 16 | TypeScript |
| Mempool.space | Access real-time Bitcoin data, transaction details, and mining stats via the Mempool.space API for developers and trader | 2,071 | 31 | TypeScript |
| Hyperliquid | Get live crypto exchange data from Hyperliquid: real-time coin stock prices, bitcoin price live, and market analytics fo | 1,632 | 0 | TypeScript |
| Upbit | Connect easily with Upbit for live Korean crypto market data, secure trading, order management, and advanced safety cont | 1,166 | 0 | TypeScript |
| Bybit | Integrate your app with Bybit for real-time crypto data, testnet trading, and account management. Power your portfolio w | 996 | 0 | TypeScript |
| trayd-mcp | Trade Robinhood via Claude with natural language - portfolio analysis, quotes, buy/sell orders, and automated trading st | 799 | 15 | TypeScript |
| Israel Statistics (CBS) | Access economic and birth rate data in Israel with CBS API: consumer prices, housing, inflation. Supports JSON & XML for | 666 | 9 | TypeScript |
| CCXT | Experience high-performance CCXT MCP server for seamless cryptocurrency exchange integration. | 636 | 24 | TypeScript |
| Binance Cryptocurrency | Get live crypto exchange data from Binance: real-time coin stock prices, bitcoin price live, charts, order books & tradi | 627 | 12 | TypeScript |
| DeFi Trading Agent | DeFi Trading Agent enables autonomous trading, real-time analysis, and seamless execution across 17+ blockchains with ga | 626 | 0 | TypeScript |
| Prediction Markets (Polymarket, PredictIt, Kalshi) | Real-time prediction market data from Polymarket, PredictIt & Kalshi—calculated odds, contract pricing, and event filter | 614 | 0 | TypeScript |
| Financial Datasets | Access stock price for NVDA, income statements, balance sheets, and market news via the Financial Datasets server and AP | 597 | 0 | TypeScript |
| Finance Tools | Get real-time market data, technical indicators like relative strength index, and yahoo stocks finance insights for smar | 589 | 17 | TypeScript |
| Lighthouse Portfolio Tracker | Track your cryptocurrency portfolio with Lighthouse Portfolio Tracker. Securely view holdings, asset allocation, and cry | 576 | 5 | TypeScript |
| Yahoo Finance | Access real-time financial data and market trends with Yahoo Finance tools for in-depth investment research and analysis | 568 | 5 | TypeScript |
View all 108 Finance servers on mcp.directory →
Top 20 of 213 Other servers, ranked by popularity on mcp.directory. View all →
| Server | Description | Stars | Tools | Language |
|---|---|---|---|---|
| Sequential Thinking | Break down complex problems with Sequential Thinking, a structured tool and step by step math solver for dynamic, reflec | 7,434 | 1 | TypeScript |
| Tableau MCP | Tableau's official MCP server. Gives AI agents access to Tableau's VizQL Data Service, Metadata API, and other Tableau A | 6,292 | 16 | TypeScript |
| Serena | Serena is a free AI code generator toolkit providing robust code editing and retrieval, turning LLMs into powerful artif | 4,484 | 0 | TypeScript |
| Video & Audio Text Extraction | Transcribe for YouTube and other platforms. Extract accurate transcript of a YouTube video for accessibility, analysis, | 2,791 | 0 | TypeScript |
| Semrush | Get stock price for NVDA, NVIDIA, and TSLA with secure, AI-powered access to Semrush's APIs for SEO, traffic, and market | 2,376 | 0 | TypeScript |
| Looker MCP | Query Looker data with natural language using Google's Conversational Analytics API. Supports stdio (Claude Desktop) and | 2,366 | 17 | TypeScript |
| Video Edit (MoviePy) | MoviePy-based video editor for fast trimming, merging, resizing, effects & YouTube downloads—an alternative to Clip Cham | 2,061 | 34 | TypeScript |
| search-console-mcp | MCP server for Google Search Console, Bing Webmaster Tools & GA4. SEO data analysis for AI agents with multi-account sup | 1,849 | 12 | TypeScript |
| Filesystem | Learn how to use Python to read a file and manipulate local files safely through the Filesystem API. | 1,753 | 14 | TypeScript |
| Grep | Use Grep to search GitHub code with queries or regex, filter by language, repository, and file path for precise results. | 1,714 | 1 | TypeScript |
| SEO LinkMap | Transform SEO with advanced search engine optimization keyword analysis, PageRank, and check website backlinks for top r | 1,703 | 0 | TypeScript |
| Apidog | Apidog MCP Server lets AI access and use OpenAPI specification in your Apidog project—an advanced API documentation and | 1,651 | 0 | TypeScript |
| Markitdown | Easily convert markdown to PDF using Markitdown MCP server. Supports HTTP, STDIO, and SSE for fast converting markdown t | 1,512 | 1 | TypeScript |
| Navidrome | Navidrome server streamer for complete music library management with playlists, playback, search, radio, lyrics & Last.f | 1,058 | 0 | TypeScript |
| NewsNow | Access the latest news and trending news with NewsNow, a top news aggregator offering customizable feeds from multiple s | 811 | 0 | TypeScript |
| Integrate with Reddit API to fetch posts, comments, and subreddit data for content curation and analysis. | 782 | 8 | TypeScript | |
| HuggingFace | Access HuggingFace models, datasets, and Spaces easily. Utilize Hugging Face AI learning tools and transformers for adva | 728 | 0 | TypeScript |
| DeepWiki | DeepWiki is an AI powered coding assistant offering access to GitHub docs, code search, and expert help for better code | 712 | 3 | TypeScript |
| Canva | Canva integration for automated design workflows: create, autofill, search, and export designs as PDFs or images for vis | 694 | 0 | TypeScript |
| ElevenLabs | Unlock powerful text to speech and AI voice generator tools with ElevenLabs. Create, clone, and customize speech easily. | 683 | 0 | TypeScript |
View all 213 Other servers on mcp.directory →
Top 20 of 277 Productivity servers, ranked by popularity on mcp.directory. View all →
| Server | Description | Stars | Tools | Language |
|---|---|---|---|---|
| Bright Data | Official Bright Data MCP server. Web scraping, SERP data collection, and browser automation via Bright Data's proxy netw | 9,895 | 15 | TypeScript |
| Task Master | Boost productivity with Task Master: an AI-powered tool for project management and agile development workflows, integrat | 4,768 | 0 | TypeScript |
| Browserless | Browserless MCP server for self-hosted browser automation. Run Puppeteer, Playwright, and Selenium workflows at scale wi | 3,559 | 16 | TypeScript |
| Todoist | Enhance productivity with Todoist integration for task, project, and comment management using advanced API support and b | 3,010 | 0 | TypeScript |
| Notion | Enhance productivity with AI-driven Notion automation. Leverage the Notion API for secure, automated workspace managemen | 2,965 | 0 | TypeScript |
| Screenshot Capture | Capture screenshots across macOS, Windows, and Linux using advanced screen capture and recording software for analysis, | 2,569 | 2 | TypeScript |
| Jira | Integrate Jira software with AI to automate tasks, manage bugs, and streamline your development workflow efficiently. | 2,503 | 0 | TypeScript |
| Linear | Linear offers project management software and project tracking software designed for development teams to streamline wor | 2,207 | 0 | TypeScript |
| Excel | Unlock powerful Excel automation: read/write Excel files, create sheets, and automate workflows with seamless integratio | 1,822 | 6 | TypeScript |
| Confluence | Seamlessly enhance your workflow by integrating Confluence with Jira for direct documentation access and powerful conten | 1,817 | 0 | TypeScript |
| Office PowerPoint | Create and edit PowerPoint presentations in Python with Office PowerPoint. Use python pptx or pptx python tools to add s | 1,788 | 37 | TypeScript |
| Atlassian Cloud | Access Confluence pages and Jira in the cloud with Atlassian API. Integrate effortlessly using the REST API for Jira. | 1,777 | 0 | TypeScript |
| Dify Workflow | Streamline tasks with Dify Workflow—powerful workflow automation software for automated approval and advanced workflow a | 1,673 | 0 | TypeScript |
| Sequential Thinking Tools | Leverage structured decision making and advanced problem solving techniques for step-by-step analysis and adaptive strat | 1,662 | 1 | TypeScript |
| Pandoc Markdown to PowerPoint | Pandoc Markdown to PowerPoint converts Markdown to PowerPoint with diagrams, templates, and custom file paths for fast d | 1,645 | 1 | TypeScript |
| TaskManager | TaskManager streamlines project tracking and time management with efficient task queues, ideal for managing projects sof | 1,570 | 10 | TypeScript |
| TickTick | Boost productivity with TickTick—personal project management software for priority filtering, due dates, and timezone-aw | 1,450 | 0 | TypeScript |
| NotebookLM | Empower your CLI agents with NotebookLM—connect AI tools for citation-backed answers from your docs, grounded in your ow | 1,428 | 16 | TypeScript |
| Feishu Project | Seamlessly connect to Feishu Project management API for direct access to tasks, data, and resources using secure environ | 1,393 | 0 | TypeScript |
| Google Drive & Sheets | Integrate Google Sheets API and Google Drive for seamless file operations and spreadsheet data manipulation via the Goog | 1,381 | 0 | TypeScript |
View all 277 Productivity servers on mcp.directory →
Top 20 of 170 Search & Web servers, ranked by popularity on mcp.directory. View all →
| Server | Description | Stars | Tools | Language |
|---|---|---|---|---|
| E2B Sandboxes | Official E2B MCP server for secure, sandboxed code execution. Run Python and JavaScript in isolated cloud sandboxes with | 6,990 | 16 | TypeScript |
| DuckDuckGo | Integrate DuckDuckGo web search into your site with our MCP server, supporting features like Google custom search and ro | 4,028 | 1 | TypeScript |
| Retool | Retool MCP server. Build internal tools, query databases, and deploy apps via Retool's low-code platform. Integrate with | 3,862 | 16 | TypeScript |
| DeepWiki | DeepWiki converts deepwiki.com pages into clean Markdown, with fast, secure extraction—perfect as a PDF text, page, or i | 3,299 | 0 | TypeScript |
| Brave Search | Enhance your AI assistant with Brave Search and an MCP server for powerful web & local business queries—an alternative t | 3,089 | 0 | TypeScript |
| SearXNG Public | SearXNG Public offers secure, private web searches with time-range filters, similar to DuckDuckGo browser and DuckDuck G | 2,811 | 0 | TypeScript |
| mcp-ts-core | TypeScript framework for building MCP servers with auth, storage, OpenTelemetry, and support for Bun/Node/Cloudflare Wor | 2,690 | 1 | TypeScript |
| DuckDuckGo | DuckDuckGo integration enables real-time web data and fact-checking for research using the trusted DuckDuckGo search eng | 2,496 | 1 | TypeScript |
| Jina AI | Jina AI enables ai powered search, content extraction, and fact-checking using natural language, making it the best ai s | 2,399 | 0 | TypeScript |
| Microsoft Docs | Access official Microsoft Docs instantly for up-to-date info. Integrates with ms word and ms word online for seamless wo | 2,099 | 3 | TypeScript |
| Exa Search | Empower AI with the Exa MCP Server—an AI research tool for real-time web search, academic data, and smarter, up-to-date | 1,999 | 0 | TypeScript |
| Web Research | Research any topic fast with Web Research – powerful web scraping tools and advanced Google dorking for results you can | 1,918 | 0 | TypeScript |
| FetchSERP | FetchSERP delivers advanced keyword research and SEO analysis by integrating with Google Keyword Planner and top search | 1,889 | 0 | TypeScript |
| Chinese Trends Hub | Chinese Trends Hub gives you real-time trending topics from major Chinese platforms like Weibo, Zhihu, Douyin, and more, | 1,672 | 21 | TypeScript |
| Brave Search | Brave Search enables private web, local, image, video, and news searches with content safety, leveraging Brave's Search | 1,607 | 0 | TypeScript |
| DuckDuckGo Search | DuckDuckGo Search integrates web search and content parsing, ensuring privacy-focused results for large language model u | 1,440 | 2 | TypeScript |
| Bocha Web Search | Bocha Web Search offers advanced features using a Google web search API for real-time, customizable internet results and | 1,410 | 0 | TypeScript |
| Parallel Search | Parallel Search combines bing ai and microsoft for a highly accurate AI search experience, built to enhance web discover | 1,354 | 0 | TypeScript |
| Exa Search | Integrate with Exa Search API for customizable web search using parameters like search type, date range & domains. Ideal | 1,321 | 0 | TypeScript |
| Perplexity | Empower your workflows with Perplexity Ask MCP Server—seamless integration of AI research tools for real-time, accurate | 1,226 | 0 | TypeScript |
View all 170 Search & Web servers on mcp.directory →
mcp.directory also indexes 8,681 skills — Claude Code Skills, Anthropic Agent Skills, and Cursor Rules — system prompts and instructions that shape how AI assistants work on your codebase.
Looking for a dedicated skills repo? See the companion list awesome-claude-skills → — same auto-update pattern, just for skills.
| Skill | Description | Author |
|---|---|---|
| flutter-development | Build beautiful cross-platform mobile apps with Flutter and Dart. Covers widgets, state management with Provider/BLoC, navigation, | aj-geddes |
| drawio-diagrams-enhanced | Create professional draw.io (diagrams.net) diagrams in XML format (.drawio files) with integrated PMP/PMBOK methodologies, extensi | jgtolentino |
| ui-ux-pro-max | "UI/UX design intelligence. 50 styles, 21 palettes, 50 font pairings, 20 charts, 8 stacks (React, Next.js, Vue, Svelte, SwiftUI, R | nextlevelbuilder |
| godot | This skill should be used when working on Godot Engine projects. It provides specialized knowledge of Godot's file formats (.gd, . | bfollington |
| nano-banana-pro | Generate and edit images using Google's Nano Banana Pro (Gemini 3 Pro Image) API. Use when the user asks to generate, create, edit | garg-aayush |
| pdf-to-markdown | Convert entire PDF documents to clean, structured Markdown for full context loading. Use this skill when the user wants to extract | aliceisjustplaying |
| fastapi-templates | Create production-ready FastAPI projects with async patterns, dependency injection, and comprehensive error handling. Use when bui | wshobson |
| comfyui-workflow-builder | Generates optimized ComfyUI workflows for image generation, editing, and enhancement. Creates JSON workflow files using available | Snoopiam |
| rust-coding-skill | Guides Claude in writing idiomatic, efficient, well-structured Rust code using proper data modeling, traits, impl organization, ma | UtakataKyosui |
| effective-go | Apply Go best practices, idioms, and conventions from golang.org/doc/effective_go. Use when writing, reviewing, or refactoring Go | openshift |
Browse all 8,681 skills → · Top 50 (this repo)
Built an MCP server? Get it listed and discovered by Claude / Cursor / Claude Code users.
Submit at mcp.directory/submit →
Approval typically takes under 72 hours. Once accepted, your server appears in this list on the next weekly refresh.
Trying to pick between two MCP servers? Use the comparison tool → to see install counts, tool counts, languages, last-commit dates, and licenses side-by-side.
What is the Model Context Protocol (MCP)? MCP is an open standard from Anthropic for connecting AI assistants to tools, files, and APIs. One server works for every MCP-compatible client. Read the spec →
How do I install an MCP server?
Pick a server from the list above, then follow your client's setup guide. Most servers install with a single npx command and a JSON config snippet. Browse install configs →
What's the difference between MCP and a plugin? MCP is a transport-agnostic protocol — one server works for Claude, Cursor, Claude Code, VS Code, and any future MCP-compatible client. Plugins are usually client-specific.
Are MCP servers safe to install?
MCP servers can read/write your data — review what you install. Look for the Official classification on mcp.directory and audit the source code on GitHub before granting filesystem or API access.
Can I build my own MCP server? Yes. Use the TypeScript SDK or Python SDK. Submit it at mcp.directory/submit once it's ready.
How does mcp.directory rank servers? Primarily by installation count and view count from the directory itself, plus GitHub stars and last-commit recency.
Is there a public API?
Yes — /api/v1/servers, /api/v1/skills, /api/v1/posts. Open, no auth required, JSON.
What are skills, rules, and agent skills? Curated system prompts and instructions that shape how AI assistants behave — distinct from MCP servers (which expose tools). 8,681 indexed at mcp.directory/skills.
This README is auto-generated weekly from mcp.directory's data. To get your server listed:
- Submit at https://mcp.directory/submit
- After review (typically <72h), it appears here on the next Monday refresh.
Found a data error? Open an issue — corrections sync back upstream.
MIT. Data is public domain (CC0).
Last updated: 2026-05-04.