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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

    375

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

    By microsoft

    188,651

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

    By netdata

    80,801

    Up-to-date code docs for any prompt

    By upstash

    62,718

    MCP server for Chrome DevTools

    By ChromeDevTools

    53,011

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

    By microsoft

    37,839

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

    By github

    33,388

    Semantic code retrieval & editing tools for coding agents.

    By oraios

    30,025

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

    By CoplayDev

    14,710

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

    By wonderwhy-er

    9,928

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

    By apify

    9,755

    Extract web data with Firecrawl

    By firecrawl

    7,556

    Create diagrams in chat, rendered as live interactive draw.io diagrams. 10,000+ searchable shapes.

    By jgraph

    5,572

    Official MCP server for Notion API

    By makenotion

    4,662

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

    By basicmachines-co

    4,101

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

    By microsoft

    3,730

    MCP tools for interacting with Microsoft Fabric

    By microsoft

    3,730

    Token-efficient database MCP server for PostgreSQL, MySQL, MariaDB, SQL Server, Oracle, SQLite

    By bytebase

    3,603

    MCP server for interacting with the Supabase platform

    By supabase

    2,933

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

    By brightdata

    2,660

    MCP server for advanced web search using Tavily

    By tavily-ai

    2,417

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

    By Appllama

    2,394

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

    By figma

    2,049

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

    By microsoft

    2,046

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

    By zereight

    2,024

    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

    1,930

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

    By stripe

    1,856

    Cloud architecture diagrams with official AWS, Azure and GCP icons, from Terraform or a JSON graph.

    By patrickchugh

    1,646

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

    By vybenetwork

    1,631

    A Model Context Protocol (MCP) server for NuGet.

    By NuGet

    1,554

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

    By hashicorp

    1,544