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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

    94

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

    By microsoft

    106,855

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

    By netdata

    78,426

    Up-to-date code docs for any prompt

    By upstash

    52,556

    MCP server for Chrome DevTools

    By ChromeDevTools

    34,796

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

    By microsoft

    30,768

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

    By github

    28,839

    Semantic code retrieval & editing tools for coding agents.

    By oraios

    22,878

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

    By CoplayDev

    8,438

    Extract web data with Firecrawl

    By firecrawl

    6,041

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

    By wonderwhy-er

    5,891

    Official MCP server for Notion API

    By makenotion

    4,210

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

    By microsoft

    2,962

    MCP server for interacting with the Supabase platform

    By supabase-community

    2,607

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

    By bytebase

    2,564

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

    By brightdata

    2,291

    MCP server for advanced web search using Tavily

    By tavily-ai

    1,751

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

    By microsoft

    1,555

    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

    1,547

    A Model Context Protocol (MCP) server for NuGet.

    By NuGet

    1,544

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

    By stripe

    1,464

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

    By hashicorp

    1,322

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

    By figma

    1,108

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

    By apify

    1,065

    MongoDB Model Context Protocol Server

    By mongodb-js

    1,000

    MCP server helping models understand your Vite/Nuxt app.

    By antfu

    908

    Next.js development tools MCP server with stdio transport

    By vercel

    717

    MCP server for connecting to Elasticsearch data and indices. Supports search queries, mappings, ES|QL, and shard information through natural language interactions.

    By elastic

    643

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

    By getsentry

    634

    MCP server for interacting with Neon Management API and databases

    By neondatabase

    579

    Atlassian Rovo MCP Server

    By atlassian

    569