MCP Servers

MCP Reference Servers

Official

The official collection of Model Context Protocol reference servers, maintained by Anthropic and the community. Includes Filesystem, Git, Memory, Fetch and more — the canonical starting point for learning and building MCP servers.

Context7

Developer

A real-time documentation MCP server by Upstash. Injects up-to-date, version-specific official library docs and code examples into coding agents, eliminating outdated-API hallucinations.

Chrome DevTools MCP

Browser

The official MCP server from the Chrome DevTools team. Lets agents debug a live Chrome browser: performance tracing, network request analysis, console debugging and page automation in one.

Playwright MCP

Browser

Microsoft's official Playwright MCP server. Drives browser automation via the accessibility tree instead of screenshots, letting agents browse pages, fill forms, capture screenshots and run tests without a vision model.

GitHub MCP Server

Developer

GitHub's official MCP server. Lets AI agents manage repositories, issues, pull requests and GitHub Actions directly, with both remote-hosted and local modes.

Composio

Registry

Composio is a toolset platform for AI agents, offering 1,000+ pre-authenticated toolkits (Gmail, Slack, GitHub, Notion, etc.) plus per-user sessions, auth, triggers and a sandbox, all connectable to coding agents over MCP.

Serena

Developer

An open-source coding agent toolkit. Provides symbol-level code retrieval and editing via language servers (LSP), giving any agent IDE-grade code understanding as an MCP server.

Claude Task Master

Productivity

An AI-powered task management system that drops into Cursor, Lovable, Windsurf, and more. Lets AI agents break down complex tasks, track progress, manage dependencies, and decompose large projects into executable steps.

Blender MCP

Design

An MCP server connecting Blender to AI agents. Drive 3D modeling with natural language: create scenes, edit materials and run Blender Python scripts. A wildly popular community project.

Figma Context MCP

Design

An MCP server that provides Figma layout data to coding agents. Lets tools like Cursor implement designs in one shot — far more accurate than pasting screenshots.

Unity MCP

Developer

A bridge between AI assistants and the Unity Editor. Lets AI directly operate Unity scenes: create and modify game objects, edit materials, run scripts, and control editor state — dramatically boosting game development productivity.

IDA Pro MCP

Developer

An AI-powered reverse engineering assistant that bridges IDA Pro with large language models. Lets AI agents analyze binary files, disassemble code, identify functions and data structures — assisting security research and vulnerability analysis.

AWS MCP Servers

Cloud

AWS's official open-source suite of MCP servers lets AI agents work with the AWS cloud in natural language — read docs, manage infrastructure, drive CDK/Terraform, access S3/Lambda/EKS and dozens of purpose-built servers, with a core server that dynamically proxies other AWS MCPs on demand.

Desktop Commander

Developer

An MCP server that gives Claude and other AI agents terminal control, file system search and editing, and process launching capabilities. Lets agents operate the desktop environment like a human — executing commands and managing files.

Firecrawl MCP

Search

Firecrawl's official MCP server. Gives agents powerful web scraping capabilities: JS rendering, full-site crawling, search and structured data extraction with clean Markdown output.

Browser Tools MCP

Browser

An MCP server that lets you monitor browser logs directly from Cursor and other MCP-compatible IDEs. Captures real-time console logs, network requests, and page errors — giving AI agents runtime debugging info while you code.

Browser MCP

Browser

An MCP server that lets AI agents directly control a local browser. Supports page navigation, content extraction, screenshots, form filling, clicking, and more — letting agents browse the web like a human.

XcodeBuild MCP

Developer

An MCP server by Sentry that provides iOS/macOS build tools for AI agents. Supports Xcode project building, test running, and simulator management — letting coding agents operate the Apple development environment.

WhatsApp MCP

Communication

An MCP server that lets AI agents send and receive WhatsApp messages. Connects via WhatsApp Web, supporting text message sending, reading message history, and contact management — enabling AI-powered WhatsApp automation.

Atlassian MCP

Productivity

An MCP server for Jira and Confluence (the community-favorite implementation) supporting Cloud and Server/Data Center, letting agents search, create and update issues and pages in natural language, with API token, PAT and OAuth 2.0 auth.

Magic MCP

Developer

The Magic MCP server by 21st-dev. Lets AI agents search 10,000+ React/Tailwind components while coding, generating production-ready UI code directly. It's like having v0 built into your IDE.

Exa MCP

Search

Exa's official MCP server gives AI agents real-time web search, page content crawling, company research and paper lookup, powered by an AI-optimized neural search engine that returns clean, LLM-ready results.

Notion MCP Server

Productivity

Notion's official MCP server. Agents can read and write Notion pages and databases, search the workspace and manage comments — turning your knowledge base into an AI-operable workspace.

Obsidian MCP

Productivity

An MCP server that connects to your Obsidian vault. Leveraging the Obsidian REST API community plugin, it lets AI agents read, search, create, and edit notes — giving them access to your knowledge base.

AntV Chart MCP

Design

A chart generation MCP server by Ant Group's AntV team. Built on the @antvis visualization ecosystem, it supports 25+ chart types — bar, line, pie, scatter, and more — letting AI agents generate professional statistical charts with a single sentence.

Excel MCP Server

Productivity

An MCP server that lets AI agents read and write Excel files. Supports creating and editing spreadsheets, reading and writing cell data, applying formulas and formatting — letting agents directly manipulate .xlsx files.

Cloudflare MCP

Cloud

Cloudflare's official suite of remote MCP servers. Covers docs search, Workers builds, observability, browser rendering and a dozen more servers connecting agents to the Cloudflare platform.

Azure MCP Server

Cloud

Microsoft's official MCP server lets AI agents work with the Azure cloud in natural language — query and manage Storage, Cosmos DB, Key Vault, AKS, Monitor and more, plugged in with a single npx command and authenticated via standard Azure identity.

Grafana MCP

Monitoring

Grafana's official MCP server lets agents reach your observability stack in natural language — query Prometheus/Loki metrics and logs, search dashboards, view and silence alerts, investigate incidents, bringing monitoring data into AI troubleshooting.

Apple MCP

Developer

A collection of Apple-native tool capabilities via MCP. Lets AI agents access macOS system apps like Reminders, Calendar, Notes, and Contacts — enabling automation within the Apple ecosystem.

Supabase MCP

Cloud

Supabase's official MCP server. Lets agents manage Supabase projects directly: inspect tables, run SQL, apply migrations and manage config — the full database development loop.

Perplexity MCP

Search

Perplexity's official MCP server brings its real-time web search and reasoning into AI agents — real-time, cited web research powered by the Sonar API, available both as a local stdio server and as an officially hosted remote endpoint.

Tavily MCP

Search

Tavily's official MCP server gives AI agents LLM-optimized real-time search — search the web, extract page content, map site structure and crawl, purpose-built for RAG and research with clean, citable results.

Office Word MCP Server

Productivity

An MCP server that lets AI agents create, read, and edit Microsoft Word documents. Supports generating .docx files, reading and writing text content, and applying styles — enabling automated document processing.

Office PowerPoint MCP Server

Productivity

An MCP server that lets AI agents create, read, and edit Microsoft PowerPoint presentations. Supports generating .pptx files, adding slides, editing text and shapes, and applying themes — enabling automated presentation creation.

Slack MCP Server

Communication

A popular community Slack MCP server that lets AI agents read and write Slack workspaces — send/receive messages, pull channel and DM history, search conversations, with stdio/SSE transports and proxy support, notably able to connect without admin-approved app permissions.

Stripe MCP

Payments

Stripe's official MCP server lets AI agents operate the Stripe API in natural language — create payment links, query balances and transactions, issue invoices, handle refunds and more; a remote OAuth endpoint is also hosted at mcp.stripe.com.

Kubernetes MCP Server

DevOps

A popular community Kubernetes MCP server that lets AI agents operate clusters in natural language — view/create/delete Pods, Deployments and Services, read logs, run kubectl and Helm operations, with read-only and non-destructive modes to protect production.

MiniMax MCP

Media

The official MiniMax MCP server. Connects to MiniMax's multimodal model capabilities: text generation, text-to-speech (TTS), image generation, and video understanding — letting AI agents directly invoke MiniMax's model matrix.

Docker MCP Gateway

DevOps

Docker's official MCP Gateway (the docker mcp CLI plugin) runs and orchestrates many MCP servers securely as containers — centralizing secrets, isolating execution and one-click access to the Docker MCP Catalog, serving as a secure foundation for running multiple MCPs locally.

ElevenLabs MCP

Media

The official ElevenLabs MCP server. Lets AI agents directly invoke ElevenLabs' text-to-speech (TTS) and voice cloning capabilities, converting text into natural, fluent speech with support for multiple languages and voices.

Qdrant MCP Server

Database

The official Qdrant MCP server. Lets AI agents directly operate the Qdrant vector database: create and search collections, insert vector data, and perform semantic search — no manual API requests needed.

Terraform MCP Server

DevOps

The official Terraform MCP server by HashiCorp. Lets AI agents seamlessly integrate with the Terraform ecosystem: manage state files, plan execution, and write Infrastructure as Code (IaC).

DuckDuckGo MCP

Search

A privacy-focused search MCP server powered by DuckDuckGo. Lets AI agents get real-time web search results through DuckDuckGo's search engine — no API key needed, protecting your search privacy.

Brave Search MCP

Search

Brave's official MCP server uses the Brave Search API to give agents privacy-focused real-time web search — web, news, image, video and local business results from an independent index that avoids Big Tech tracking.

SearXNG MCP

Search

An MCP server that provides private web search for AI assistants via SearXNG — a metasearch engine. Supports Claude, Cursor and more, aggregating results from multiple search engines while protecting user privacy.

Gmail MCP Server

Communication

An MCP server that integrates Gmail with AI agents. Supports searching emails, reading your inbox, sending and replying to messages directly in Claude Desktop — turning your mailbox into an AI-accessible workspace.

MongoDB MCP

Database

MongoDB's official MCP server lets AI agents connect to MongoDB databases and Atlas clusters in natural language — query/write documents, manage collections and indexes, inspect cluster status, with a read-only mode to protect production data.

CloudBase AI Toolkit

Cloud

An AI coding backend toolkit by Tencent Cloud CloudBase. Provides database read/write, user authentication, cloud function invocation, and file storage for AI coding agents — enabling one-click full-stack deployment.

Sentry MCP

Monitoring

Sentry's official MCP server lets coding assistants query errors, issues, traces and performance data in natural language, optimized for developer debugging workflows; built on Cloudflare's remote MCP approach with local stdio support too.

Smithery

Registry

Smithery is an MCP server marketplace and command-line installer/manager cataloging thousands of MCP servers, letting you install, list and manage connections from the marketplace with a single command.

Elasticsearch MCP

Database

Elastic's official MCP server lets agents query Elasticsearch in natural language — list indices, view mappings, run DSL and ES|QL queries, do full-text and vector search, bringing search-engine data straight into AI conversations.

Neon MCP

Database

Neon's official MCP server lets AI agents manage Serverless Postgres in natural language — create/delete projects and branches, run SQL, perform database migrations, inspect schemas and more, fitting the branch-per-experiment workflow perfectly.

Redis MCP

Database

Redis's official MCP server gives agents a natural-language interface to manage and search data in Redis — read/write keys, work with hashes/lists/sets, run vector and full-text search, ideal as a memory and cache layer for AI apps.

EdgeOne Pages MCP

Cloud

An MCP service by Tencent EdgeOne that lets AI agents deploy HTML content to the EdgeOne Makers platform with one click and obtain a publicly accessible URL. Ideal for quickly publishing static pages, landing pages, and small apps.