Best MCP Servers in 2026: The Complete Directory

Interact with Supabase projects directly from your AI agent. Database queries, auth management, storage, and edge functions.

Serverless Postgres for AI agents. Create databases, branches, run queries, and manage projects without provisioning infrastructure.

Query documents, manage collections, and explore database schemas in MongoDB from any MCP-compatible agent.

Run queries, explore datasets, and manage tables in Google BigQuery. Great for data analysts working with AI agents.

The most popular browser automation MCP server. Lets LLMs control a real browser for web tasks, form filling, and data extraction.

Playwright browser automation for AI agents. Navigate pages, fill forms, take screenshots, and run end-to-end tests.

Crawl and scrape websites with AI-optimized output. Turns any web page into clean, structured data for your agent.

Take screenshots of any URL. Useful for visual inspection, design QA, and browser-based testing from AI agents.

AWS Labs collection of MCP servers covering S3, Lambda, DynamoDB, CloudFormation, and Cost Explorer. The official AWS entry point for AI agents.

Manage Cloudflare Workers, KV, R2, D1, and other Cloudflare services. Deploy and configure edge infrastructure from your agent.

Official Docker MCP server for managing containers, images, volumes, and Docker Compose from AI agents.

Manage pods, deployments, services, and cluster resources. Full Kubernetes control plane access for your AI agent.

GitHub's official MCP server. Manage repos, issues, pull requests, Actions, and code search directly from AI agents.

The official reference servers from Anthropic. Includes filesystem, GitHub, GitLab, Slack, Google Drive, PostgreSQL, SQLite, Puppeteer, Brave Search, and more.

High-level Python framework for building MCP servers quickly. Decorators, automatic tool schemas, and middleware out of the box.

Generate React, Tailwind, and shadcn/ui components from natural language descriptions. A favorite for front-end developers.

The official Notion MCP server by the Notion team. Full API access for pages, databases, and blocks.

Manage issues, projects, cycles, and team workflows in Linear. Triage bugs, create tickets, and track progress from your agent.

Read channels, send messages, search history, and manage Slack workspaces. Essential for team-connected AI agents.

Search notes, create and edit documents, and navigate Obsidian vaults. Connects your personal knowledge base to your AI agent.

Web search optimized for AI agent consumption. Returns clean, structured results that agents can act on immediately.

Neural search API for finding relevant web content and documents. Semantic search that understands meaning, not just keywords.

Run web scraping actors, manage datasets, and automate data extraction at scale from the Apify platform.

Automatically generate an MCP server from any OpenAPI or Swagger spec. Turn any REST API into MCP tools with zero code.

The most popular LLM application framework, now with full MCP server and tool integration support. Build sophisticated agent pipelines.

Wraps OpenAI APIs as MCP tools. Use GPT, DALL-E, and Whisper as callable tools from any MCP client.

Google's open-source AI framework with MCP server support. Build, deploy, and monitor AI-powered features on Google Cloud.

Read designs, inspect components, and extract design tokens from Figma. Bridges the gap between design and development for AI agents.

AI-driven UI automation and testing using visual element recognition. Test interfaces without brittle selectors.