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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

    460

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

    By microsoft

    190,415

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

    By netdata

    80,964

    Up-to-date code docs for any prompt

    By upstash

    63,098

    MCP server for Chrome DevTools

    By ChromeDevTools

    53,599

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

    By microsoft

    38,202

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

    By github

    33,647

    Semantic code retrieval & editing tools for coding agents.

    By oraios

    30,294

    AI-powered browser automation — navigate, click, fill forms, and extract data from any website.

    By Skyvern-AI

    23,209

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

    By CoplayDev

    14,986

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

    By apify

    11,413

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

    By wonderwhy-er

    10,064

    Extract web data with Firecrawl

    By firecrawl

    7,610

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

    By jgraph

    5,646

    Official MCP server for Notion API

    By makenotion

    4,667

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

    By basicmachines-co

    4,233

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

    By microsoft

    3,778

    MCP tools for interacting with Microsoft Fabric

    By microsoft

    3,778

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

    By bytebase

    3,652

    MCP server for interacting with the Supabase platform

    By supabase

    2,953

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

    By Appllama

    2,868

    Korean law: statutes, precedents, ordinances, treaties and citation verification (법제처 API).

    By chrisryugj

    2,714

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

    By brightdata

    2,677

    Parse Korean documents (HWP, HWPX, PDF, XLSX, DOCX, PPTX) to Markdown; fill forms, diff, render.

    By chrisryugj

    2,466

    MCP server for advanced web search using Tavily

    By tavily-ai

    2,434

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

    By moorcheh-ai

    2,325

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

    By figma

    2,076

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

    By microsoft

    2,056

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

    By zereight

    2,044

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

    By stripe

    1,952

    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

    1,948