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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

    252

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

    By microsoft

    185,635

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

    By netdata

    80,590

    Up-to-date code docs for any prompt

    By upstash

    62,206

    MCP server for Chrome DevTools

    By ChromeDevTools

    52,307

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

    By microsoft

    37,353

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

    By github

    33,064

    Semantic code retrieval & editing tools for coding agents.

    By oraios

    29,615

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

    By CoplayDev

    14,337

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

    By wonderwhy-er

    9,656

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

    By apify

    7,754

    Extract web data with Firecrawl

    By firecrawl

    7,488

    Official MCP server for Notion API

    By makenotion

    4,640

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

    By basicmachines-co

    3,997

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

    By microsoft

    3,688

    MCP tools for interacting with Microsoft Fabric

    By microsoft

    3,688

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

    By bytebase

    3,540

    MCP server for interacting with the Supabase platform

    By supabase

    2,915

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

    By brightdata

    2,654

    MCP server for advanced web search using Tavily

    By tavily-ai

    2,396

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

    By microsoft

    2,019

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

    By figma

    2,002

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

    By zereight

    1,987

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

    By Appllama

    1,901

    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

    1,896

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

    By stripe

    1,827

    Cloud architecture diagrams generated from terraform plan, with official AWS, Azure, GCP icons

    By patrickchugh

    1,634

    A Model Context Protocol (MCP) server for NuGet.

    By NuGet

    1,555

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

    By hashicorp

    1,531

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

    By vybenetwork

    1,316

    MCP server for SearXNG — privacy-respecting web search with pagination, URL reading

    By ihor-sokoliuk

    1,248