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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

    394

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

    By microsoft

    189,520

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

    By netdata

    80,885

    Up-to-date code docs for any prompt

    By upstash

    62,903

    MCP server for Chrome DevTools

    By ChromeDevTools

    53,278

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

    By microsoft

    38,019

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

    By github

    33,514

    Semantic code retrieval & editing tools for coding agents.

    By oraios

    30,184

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

    By CoplayDev

    14,841

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

    By apify

    10,544

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

    By wonderwhy-er

    9,999

    Extract web data with Firecrawl

    By firecrawl

    7,584

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

    By jgraph

    5,606

    Official MCP server for Notion API

    By makenotion

    4,664

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

    By basicmachines-co

    4,138

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

    By microsoft

    3,760

    MCP tools for interacting with Microsoft Fabric

    By microsoft

    3,760

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

    By bytebase

    3,631

    MCP server for interacting with the Supabase platform

    By supabase

    2,945

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

    By brightdata

    2,671

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

    By Appllama

    2,541

    MCP server for advanced web search using Tavily

    By tavily-ai

    2,428

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

    By figma

    2,063

    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

    2,033

    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

    1,876

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

    By vybenetwork

    1,792

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

    By patrickchugh

    1,648

    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

    1,546