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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

    93

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

    By microsoft

    93,161

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

    By netdata

    78,290

    Up-to-date code docs for any prompt

    By upstash

    51,423

    MCP server for Chrome DevTools

    By ChromeDevTools

    32,864

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

    By microsoft

    30,147

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

    By github

    28,488

    Semantic code retrieval & editing tools for coding agents.

    By oraios

    22,397

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

    By CoplayDev

    7,995

    Extract web data with Firecrawl

    By firecrawl

    5,933

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

    By wonderwhy-er

    5,834

    Official MCP server for Notion API

    By makenotion

    4,150

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

    By microsoft

    2,904

    MCP server for interacting with the Supabase platform

    By supabase-community

    2,573

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

    By bytebase

    2,480

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

    By brightdata

    2,253

    MCP server for advanced web search using Tavily

    By tavily-ai

    1,619

    A Model Context Protocol (MCP) server for NuGet.

    By NuGet

    1,544

    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

    1,514

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

    By microsoft

    1,510

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

    By stripe

    1,427

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

    By hashicorp

    1,299

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

    By apify

    1,005

    MongoDB Model Context Protocol Server

    By mongodb-js

    987

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

    By figma

    917

    MCP server helping models understand your Vite/Nuxt app.

    By antfu

    903

    Next.js development tools MCP server with stdio transport

    By vercel

    703

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

    By elastic

    638

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

    By getsentry

    615

    MCP server for interacting with Neon Management API and databases

    By neondatabase

    569

    Provides data retrieval capabilities powered by Chroma, enabling AI models to create collections over generated data and user inputs, and retrieve that data using vector search, full text search, metadata filtering, and more.

    By chroma-core

    528