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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

    288

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

    By microsoft

    187,449

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

    By netdata

    80,677

    Up-to-date code docs for any prompt

    By upstash

    62,505

    MCP server for Chrome DevTools

    By ChromeDevTools

    52,699

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

    By microsoft

    37,659

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

    By github

    33,258

    Semantic code retrieval & editing tools for coding agents.

    By oraios

    29,875

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

    By CoplayDev

    14,563

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

    By wonderwhy-er

    9,807

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

    By apify

    8,849

    Extract web data with Firecrawl

    By firecrawl

    7,529

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

    By jgraph

    5,537

    Official MCP server for Notion API

    By makenotion

    4,650

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

    By basicmachines-co

    4,055

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

    By microsoft

    3,720

    MCP tools for interacting with Microsoft Fabric

    By microsoft

    3,720

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

    By bytebase

    3,579

    MCP server for interacting with the Supabase platform

    By supabase

    2,925

    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

    2,411

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

    By Appllama

    2,153

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

    By microsoft

    2,032

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

    By figma

    2,027

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

    By zereight

    2,008

    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

    1,916

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

    By stripe

    1,843

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

    By patrickchugh

    1,638

    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

    1,534

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

    By vybenetwork

    1,426