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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

    491

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

    By microsoft

    190,695

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

    By netdata

    80,985

    Up-to-date code docs for any prompt

    By upstash

    63,182

    MCP server for Chrome DevTools

    By ChromeDevTools

    53,701

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

    By microsoft

    38,270

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

    By github

    33,678

    Semantic code retrieval & editing tools for coding agents.

    By oraios

    30,338

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

    By Skyvern-AI

    23,220

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

    By CoplayDev

    15,039

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

    By apify

    11,652

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

    By wonderwhy-er

    10,077

    Extract web data with Firecrawl

    By firecrawl

    7,623

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

    By jgraph

    5,649

    Official MCP server for Notion API

    By makenotion

    4,670

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

    By basicmachines-co

    4,256

    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

    3,665

    MCP server for interacting with the Supabase platform

    By supabase

    2,956

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

    By Appllama

    2,879

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

    By chrisryugj

    2,726

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

    By brightdata

    2,679

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

    By chrisryugj

    2,522

    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

    2,329

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

    By figma

    2,079

    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

    2,049

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

    By vybenetwork

    1,962

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

    By stripe

    1,953