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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

    252

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

    By microsoft

    182,272

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

    By netdata

    80,471

    Up-to-date code docs for any prompt

    By upstash

    61,831

    MCP server for Chrome DevTools

    By ChromeDevTools

    51,513

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

    By microsoft

    36,948

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

    By github

    32,840

    Semantic code retrieval & editing tools for coding agents.

    By oraios

    29,120

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

    By CoplayDev

    14,078

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

    By wonderwhy-er

    9,521

    Extract web data with Firecrawl

    By firecrawl

    7,429

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

    By apify

    6,583

    Official MCP server for Notion API

    By makenotion

    4,623

    Local-first knowledge management with bi-directional LLM sync via Markdown files.

    By basicmachines-co

    3,914

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

    By microsoft

    3,659

    MCP tools for interacting with Microsoft Fabric

    By microsoft

    3,659

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

    By bytebase

    3,492

    MCP server for interacting with the Supabase platform

    By supabase

    2,901

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

    By brightdata

    2,636

    MCP server for advanced web search using Tavily

    By tavily-ai

    2,377

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

    By microsoft

    2,008

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

    By figma

    1,971

    GitLab MCP server for projects, merge requests, issues, pipelines, wiki, releases, and more.

    By zereight

    1,963

    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

    1,880

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

    By stripe

    1,798

    Cloud architecture diagrams generated from terraform plan, with official AWS, Azure, GCP icons

    By patrickchugh

    1,628

    A Model Context Protocol (MCP) server for NuGet.

    By NuGet

    1,553

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

    By hashicorp

    1,526

    Study screens, flows and paywalls from top-earning iOS apps, then build from what wins.

    By Appllama

    1,249

    Solana MCP for wallets, trades, markets, PnL, transfers, onchain data, signable swaps and API tools.

    By vybenetwork

    1,224

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

    By ihor-sokoliuk

    1,216