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Connect models to the real world

Servers and tools from the community that connect models to files, APIs, databases, and more.

    All MCP servers

    102

    Convert various file formats (PDF, Word, Excel, images, audio) to Markdown.

    By microsoft

    157,611

    Real-time infrastructure monitoring with metrics, logs, alerts, and ML-based anomaly detection.

    By netdata

    79,356

    Up-to-date code docs for any prompt

    By upstash

    57,860

    MCP server for Chrome DevTools

    By ChromeDevTools

    44,189

    Automate web browsers using accessibility trees for testing and data extraction.

    By microsoft

    34,203

    Connect AI assistants to GitHub - manage repos, issues, PRs, and workflows through natural language.

    By github

    30,879

    Semantic code retrieval & editing tools for coding agents.

    By oraios

    25,641

    Control the Unity Editor from MCP clients via a Unity bridge + local Python server.

    By CoplayDev

    10,931

    Extract web data with Firecrawl

    By firecrawl

    6,651

    MCP server for terminal commands, file operations, and process management

    By wonderwhy-er

    6,196

    Official MCP server for Notion API

    By makenotion

    4,450

    All Azure MCP tools to create a seamless connection between AI agents and Azure services.

    By microsoft

    3,347

    MCP tools for interacting with Microsoft Fabric

    By microsoft

    3,347

    Minimal, token-efficient Database MCP Server for PostgreSQL, MySQL, SQL Server, SQLite, MariaDB

    By bytebase

    3,014

    MCP server for interacting with the Supabase platform

    By supabase

    2,746

    Bright Data's Web MCP server enabling AI agents to search, extract & navigate the web

    By brightdata

    2,465

    MCP server for advanced web search using Tavily

    By tavily-ai

    2,130

    Interact with Azure DevOps services like repositories, work items, builds, releases, test plans, and code search.

    By microsoft

    1,838

    Enables clients like GitHub Copilot and other AI agents to bring trusted and up-to-date information directly from Microsoft's official documentation.

    By MicrosoftDocs

    1,722

    The Figma MCP server brings Figma design context directly into your AI workflow.

    By figma

    1,652

    MCP server integrating with Stripe - tools for customers, products, payments, and more.

    By stripe

    1,621

    A Model Context Protocol (MCP) server for NuGet.

    By NuGet

    1,549

    Generate more accurate Terraform and automate workflows for HCP Terraform and Terraform Enterprise

    By hashicorp

    1,441

    Extract data from any website with thousands of scrapers, crawlers, and automations on Apify Store ⚡

    By apify

    1,368

    MongoDB Model Context Protocol Server

    By mongodb-js

    1,060

    MCP server for SearXNG — privacy-respecting web search with pagination, URL reading

    By ihor-sokoliuk

    942

    MCP server helping models understand your Vite/Nuxt app.

    By antfu

    910

    Atlassian Rovo MCP Server

    By atlassian

    793

    Next.js development tools MCP server with stdio transport

    By vercel

    771

    MCP server for Sentry - error monitoring, issue tracking, and debugging for AI assistants

    By getsentry

    737