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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

    426

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

    By microsoft

    189,760

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

    By netdata

    80,899

    Up-to-date code docs for any prompt

    By upstash

    62,932

    MCP server for Chrome DevTools

    By ChromeDevTools

    53,350

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

    By microsoft

    38,058

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

    By github

    33,550

    Semantic code retrieval & editing tools for coding agents.

    By oraios

    30,202

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

    By CoplayDev

    14,874

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

    By apify

    10,763

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

    By wonderwhy-er

    10,004

    Extract web data with Firecrawl

    By firecrawl

    7,586

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

    By jgraph

    5,618

    Official MCP server for Notion API

    By makenotion

    4,666

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

    By basicmachines-co

    4,153

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

    By microsoft

    3,764

    MCP tools for interacting with Microsoft Fabric

    By microsoft

    3,764

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

    By bytebase

    3,634

    MCP server for interacting with the Supabase platform

    By supabase

    2,947

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

    By brightdata

    2,672

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

    By Appllama

    2,556

    MCP server for advanced web search using Tavily

    By tavily-ai

    2,429

    MCP server for Memanto - persistent semantic memory for any MCP-compatible agent

    By moorcheh-ai

    2,311

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

    By figma

    2,067

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

    By microsoft

    2,055

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

    By zereight

    2,034

    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

    1,938

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

    By stripe

    1,909

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

    By vybenetwork

    1,822

    Draw cloud architecture diagrams with official AWS, Azure and GCP icons from a prompt or Terraform.

    By patrickchugh

    1,650

    A Model Context Protocol (MCP) server for NuGet.

    By NuGet

    1,554