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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

    188,835

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

    By netdata

    80,812

    Up-to-date code docs for any prompt

    By upstash

    62,743

    MCP server for Chrome DevTools

    By ChromeDevTools

    53,038

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

    By microsoft

    37,874

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

    By github

    33,406

    Semantic code retrieval & editing tools for coding agents.

    By oraios

    30,053

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

    By CoplayDev

    14,729

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

    By wonderwhy-er

    9,938

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

    By apify

    9,857

    Extract web data with Firecrawl

    By firecrawl

    7,562

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

    By jgraph

    5,582

    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

    4,107

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

    By microsoft

    3,737

    MCP tools for interacting with Microsoft Fabric

    By microsoft

    3,737

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

    By bytebase

    3,607

    MCP server for interacting with the Supabase platform

    By supabase

    2,937

    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

    2,420

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

    By Appllama

    2,407

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

    By figma

    2,051

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

    By microsoft

    2,048

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

    By zereight

    2,027

    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

    1,936

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

    By stripe

    1,857

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

    By vybenetwork

    1,658

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

    By patrickchugh

    1,646

    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