MCP Servers Directory

MCP servers connect an assistant to tools and data through the Model Context Protocol. Start with the system you want to access, then check which actions the server exposes. Reading a document, creating a ticket and changing a database have different permissions and consequences.

Local process or hosted endpoint?

A local server commonly communicates through stdio and runs where the MCP client launches it. A remote server uses a network endpoint and a supported HTTP transport. A GitHub repository URL is documentation; it is not an MCP endpoint. Choose a client configuration that matches the documented transport and entry point.

Check the installation evidence

Profiles distinguish recorded tools, authentication and available configurations. An absent launch configuration means you should consult the current project instructions; a package name alone does not prove an executable command. Use example values as values, and keep the actual environment-variable names exactly as documented.

Test one useful workflow

After connection, ask the client to list the available tools and complete a small task with a checkable result. Confirm the account, workspace or allowed directory. For changes, review the exact action before approving it. Tool availability and confirmation behavior depend on your server and client settings.

Browse MCP categories, hosted servers or vendor-maintained integrations. The design category includes the official Figma endpoint and community alternatives.

Servers can appear in several categories when their tools support several tasks. Category counts include these overlaps; the directory total counts each server once.

Browse by category

All categories →

🌐 Browser Automation

984 servers

🗄️ Databases

2205 servers

🛠️ Developer Tools

8565 servers

🔎 Search & Web Scraping

1403 servers

📁 File Systems & Storage

598 servers

💬 Communication

2659 servers

✅ Productivity & Project Management

1883 servers

🤖 AI & ML Services

1983 servers

☁️ Cloud & DevOps

1735 servers

💳 Payments & Commerce

2501 servers

📈 Monitoring & Observability

1236 servers

🧠 Knowledge & Memory

1603 servers

🎨 Design & Creative Tools

327 servers

📊 Analytics & Reporting

965 servers

⚙️ CI/CD & Build Pipelines

67 servers

💬 Customer Support & Help Centers

74 servers

📚 Documentation & API References

937 servers

🔄 Workflow Automation

124 servers

🔐 Security & Identity

310 servers

💹 Finance & Market Data

1303 servers

🤝 CRM & Sales

561 servers

📣 Social Media & Marketing

1525 servers

🔬 Research & Scientific Computing

317 servers

🗺️ Maps & Location

392 servers

🎬 Media & Entertainment

908 servers

🎓 Education & Learning

107 servers

🩺 Healthcare & Life Sciences

243 servers

✈️ Travel & Hospitality

391 servers

🔌 Hardware & IoT

205 servers

⛓️ Blockchain & Web3

1068 servers

🧩 Data Processing & Conversion

626 servers

⚖️ Legal & Compliance

1194 servers

🏛️ Government & Public Data

825 servers

🌦️ Weather & Environment

712 servers

🏅 Sports & Fitness

322 servers

🏠 Real Estate & Property

383 servers

🎮 Games & Game Development

242 servers

🕒 Time & Date

400 servers

♿ Accessibility & Interface Audits

172 servers

📝 Content Management

155 servers

📱 Mobile Development

259 servers

👥 Human Resources & Recruiting

238 servers

📰 News & Events

577 servers

🔍 SEO & Website Audits

560 servers

🧪 Software Testing & QA

127 servers

🌿 Git & Version Control

832 servers

💻 Code Execution & Sandboxes

112 servers

🖥️ Terminal & Desktop Automation

123 servers

📧 Email & Inbox Management

676 servers

📅 Calendars & Scheduling

456 servers

📄 Documents & PDFs

966 servers

📊 Spreadsheets

253 servers

📽️ Presentations & Slides

93 servers

🧲 Vector Search & RAG

358 servers

🤝 AI Agents & Orchestration

329 servers

🖼️ Images & Visual Editing

315 servers

🎙️ Audio & Speech

254 servers

🎞️ Video Tools

781 servers

🌍 Translation & Localization

160 servers

🗺️ Diagrams & Whiteboards

233 servers

🚚 Data Engineering & ETL

51 servers

🧮 Math & Calculations

400 servers

🌐 Networking & Diagnostics

247 servers

🍽️ Food & Recipes

286 servers

📦 Logistics & Shipping

199 servers

📣 Advertising & PPC

182 servers

🧾 Accounting & Bookkeeping

172 servers

🛍️ E-commerce & Online Stores

308 servers

📋 Project & Task Management

381 servers

📝 Notes & Personal Knowledge

184 servers

🎧 Meetings & Transcripts

45 servers

🔌 API Development & Testing

216 servers

🔬 Code Search & Intelligence

154 servers

☸️ Kubernetes & Containers

269 servers

🏗️ Infrastructure as Code

48 servers

🔐 Identity & Access Management

30 servers

🗝️ Secrets & Credentials

21 servers

🚩 Feature Flags & Experiments

27 servers

🚨 Incident & On-call Management

33 servers

📈 Web & Product Analytics

133 servers

✉️ Email Marketing

46 servers

🗳️ Forms & Surveys

17 servers

✍️ E-signatures & Agreements

43 servers

⏱️ Time Tracking & Timesheets

95 servers

📉 Business Intelligence & Dashboards

60 servers

🔗 Other Integrations

20690 servers

All MCP servers

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Fetch

Official

Retrieve public web pages as readable Markdown with the reference Fetch MCP server, including pagination for longer responses.

Search & Web ScrapingPython★ 63.0k

Filesystem

Official

Read, search and edit files inside allowed directories with the Model Context Protocol reference Filesystem server.

File Systems & StorageTypeScript★ 63.0k

Memory

Official

Store entities, relations and observations in a local knowledge graph with the reference Memory MCP server.

Knowledge & MemoryTypeScript★ 63.0k

PostgreSQL

Inspect PostgreSQL schemas and run read-only queries with the archived MCP reference server. Review its maintenance status before choosing it.

DatabasesTypeScript★ 63.0k

Context7

Official

Retrieve version-aware library documentation and code examples with Context7 MCP, using resolve-library-id and query-docs.

Documentation & API ReferencesRemoteTypeScript★ 32.0k

Playwright

Official

Use Microsoft’s Playwright MCP server to navigate pages, inspect accessibility snapshots, fill forms and capture browser screenshots.

Browser AutomationTypeScript★ 21.0k

GitHub

Official

Connect GitHub MCP to repositories, issues and pull requests with GitHub’s hosted service or a locally run server.

Developer ToolsRemoteGo★ 20.0k

Firecrawl

Official

Use Firecrawl MCP to retrieve website content and extract information for research through Firecrawl’s API-backed web tools.

Search & Web ScrapingTypeScript★ 4.6k

Notion

Official

Connect the Notion MCP server to search workspace content and work with pages and databases through Notion’s hosted OAuth service.

Productivity & Project ManagementRemoteTypeScript★ 3.3k

Supabase

Official

Use the Supabase MCP server to inspect database schemas, query project data and retrieve docs through a project-scoped connection.

DatabasesRemoteTypeScript★ 2.2k

Stripe

Official

Access Stripe billing and payment tools through its MCP server. Connect with OAuth or a supported agent API key and choose the intended account.

Payments & CommerceRemoteTypeScript★ 1.1k

Linear

Official

Search Linear issues and projects, inspect work context and manage updates through Linear’s hosted MCP server with OAuth.

Productivity & Project ManagementRemoteTypeScript

Git

Official

Local repository surgery — status, diffs, commits, branches and history for any repo on disk.

Developer ToolsPython★ 63.0k

Google Drive

Official

Search and read your Drive — Docs, Sheets and files become context your assistant can actually use.

File Systems & StorageTypeScript★ 63.0k

Puppeteer

Official

The original Chromium automation reference server — simple, screenshot-driven browser control.

Browser AutomationTypeScript★ 63.0k

Sequential Thinking

Official

A structured scratchpad for hard problems — stepwise reasoning with revisions, branches and visible logic.

Knowledge & MemoryTypeScript★ 63.0k

Slack Archived Reference

Your assistant inside the workspace — read channels, search history, post messages and tame the noise.

CommunicationTypeScript★ 63.0k

SQLite

Official

Query, modify and analyse local SQLite databases in conversation — the fastest way to chat with a data file.

DatabasesPython★ 63.0k

Time

Official

Timezone sanity for AI — current time anywhere and correct conversions, without the model doing date math.

Developer ToolsPython★ 63.0k

Metabase

Official

Metabase ships its own MCP endpoint — search your BI content, build and run queries, and save questions and dashboards without leaving the chat.

DatabasesRemoteClojure★ 48.5k

Chrome DevTools

Official

Give your coding agent the full DevTools toolbox: traces, network, console, heap snapshots and Lighthouse.

Browser AutomationTypeScript★ 48.4k

Browser MCP

Puppeteer-powered browser control that drives pages from the accessibility tree instead of pixels.

Browser AutomationRemoteTypeScript★ 38.4k

Serena

Official

Symbol-level code navigation, refactoring and memory for coding agents — the IDE brain your assistant has been missing.

Developer ToolsRemotePython★ 27.4k

n8n

Stop letting your assistant hallucinate n8n node parameters — this server hands it the real schemas, templates and validation.

Developer ToolsRemoteTypeScript★ 22.5k

Figma

Feed real design data to your coding assistant — layout, tokens and components straight from Figma files.

Developer ToolsTypeScript★ 11.0k

Fonoster

Build a programmable telecommunications stack for connecting telephony services with the Internet via a cloud-based utility.

AI & ML ServicesTypeScript★ 8.1k

BrowserTools

Enables AI-powered applications to monitor and interact with browser data via a Chrome extension and MCP.

Browser Automation★ 7.3k

AWS

Official

AWS Labs' official server suite — current AWS docs, CDK guidance, cost analysis and service tools.

Cloud & DevOpsPython★ 7.0k

Playwright

Automates browsers and APIs, enabling Large Language Models (LLMs) to interact with web pages for tasks like screenshot capture and JavaScript

Browser Automation★ 5.6k

Browserbase

Official

Cloud browsers for AI agents — automation sessions that run in Browserbase's fleet, not on your machine.

Browser AutomationRemoteTypeScript★ 2.9k

Cloudflare

Official

Workers, KV, R2 and D1 by conversation — Cloudflare's official remote servers for building and observability.

Cloud & DevOpsRemoteTypeScript★ 2.9k

Exa

Official

Search built for AI, not humans — semantic web search that returns model-ready content, plus code context.

Search & Web ScrapingRemoteTypeScript★ 2.9k

Financial Datasets

Provides access to real-time and historical stock market data for AI assistants through the Model Context Protocol (MCP).

Finance & Market DataPython★ 2.3k

Obsidian

Chat with your second brain — search, read and write vault notes through the Local REST API.

Knowledge & MemoryPython★ 2.2k

Gmail

Inbox intelligence — search, read, draft and send Gmail through your assistant with OAuth auto-setup.

Email & Inbox ManagementTypeScript★ 2.1k

Grafana

Official

Dashboards, Prometheus and Loki queries, incidents and alerts — observability by conversation.

Monitoring & ObservabilityGo★ 1.7k

N8n

Enables AI assistants to interact with and manage n8n workflows through natural language.

Workflow AutomationTypeScript★ 1.6k

Perplexity

Official

Answers, not links — delegate questions to Perplexity's search-grounded models and get cited responses back.

Search & Web ScrapingTypeScript★ 1.3k

ElevenLabs

Official

Give your assistant a voice — text-to-speech, voice cloning and audio tools from the ElevenLabs API.

AI & ML ServicesPython★ 1.2k

Kubernetes

kubectl with a conversational interface — inspect pods, read logs, diagnose clusters and manage workloads.

Cloud & DevOpsTypeScript★ 1.2k

Atlassian Rovo

Official

Read and write Jira, Confluence, Bitbucket, JSM and Compass from your AI client — with your own permissions.

Productivity & Project ManagementRemoteJavaScript★ 923

MongoDB

Official

Official MongoDB server covering data, schemas and Atlas management — from find queries to spinning up clusters.

DatabasesTypeScript★ 900

Telegram

Read and send Telegram messages through your assistant — chats, channels and history via the client API.

CommunicationPython★ 800

Todoist

Natural-language task management — capture, query and complete Todoist tasks without opening the app.

Productivity & Project ManagementTypeScript★ 800

Kali Connector

Connects AI agents to a Linux machine by providing a lightweight API bridge for executing commands.

Developer Tools★ 791

Awesome Security

A curated list of resources focused on the security aspects of the Model Context Protocol (MCP).

Developer Tools★ 726

Elasticsearch

Connects Elasticsearch data to any Model Context Protocol (MCP) Client, enabling natural language interaction.

Databases★ 702

Apify

Official

Put 6,000+ pre-built scrapers at your assistant's fingertips through one MCP endpoint.

Search & Web ScrapingRemoteTypeScript★ 700

Security Tools

Integrates security testing and penetration testing tools into AI workflows via the Model Context Protocol.

Search & Web Scraping★ 627

Docker

Container operations in conversation — inspect, run, debug and clean up Docker workloads.

Cloud & DevOpsPython★ 600

Neon

Official

Serverless Postgres with database branching — point your assistant at Neon and let it work on disposable copies.

DatabasesRemoteTypeScript★ 600

Cline Docs

Offers documentation and best practices for effectively using and extending Cline's capabilities.

Documentation & API ReferencesRemoteTypeScript★ 586

Vue MCP

Provides a server enabling models to better understand Vue applications by exposing the component tree, state, routes, and Pinia data.

Developer Tools★ 573

Redis

Official

Official Redis server — search keys, inspect data structures and manage caches in natural language.

DatabasesRemotePython★ 500

Shopify Dev MCP

Official

Build for Shopify with current APIs — the official Dev MCP server for schema-accurate storefront and admin code.

Payments & CommerceTypeScript★ 500

Docker

Manage Docker containers and compose stacks through natural language with Claude AI.

Cloud & DevOpsPython★ 497

Discord

Enables Discord bot integration with Model Context Protocol (MCP) compatible applications like Claude Desktop.

CommunicationGo★ 440

Awesome OSINT

Curates a list of Model Context Protocol (MCP) servers for Open Source Intelligence (OSINT) tasks.

Developer ToolsRemotePython★ 437

Reddit Content

Fetches and analyzes content from Reddit, providing access to hot threads and post details.

Social Media & Marketing★ 417

Spotify

Enables AI assistants to control Spotify playback and manage playlists via the Model Context Protocol.

Media & EntertainmentGo★ 417