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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

    772

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

    By microsoft

    194,159

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

    By netdata

    81,291

    Up-to-date docs for AI agents

    By upstash

    64,277

    MCP server for Chrome DevTools

    By ChromeDevTools

    54,874

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

    By microsoft

    39,259

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

    By github

    34,283

    Semantic code retrieval & editing tools for coding agents.

    By oraios

    31,147

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

    By Skyvern-AI

    23,349

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

    By CoplayDev

    15,758

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

    By apify

    15,027

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

    By wonderwhy-er

    10,234

    Extract web data with Firecrawl

    By firecrawl

    7,769

    Create draw.io diagrams in chat from Mermaid or XML, shown live and interactive. 10,000+ shapes.

    By jgraph

    5,785

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

    By Appllama

    4,933

    Official MCP server for Notion API

    By makenotion

    4,700

    Search LinkedIn, Indeed, ZipRecruiter, Glassdoor and regional job boards

    By speedyapply

    4,653

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

    By basicmachines-co

    4,507

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

    By microsoft

    3,836

    MCP tools for interacting with Microsoft Fabric

    By microsoft

    3,836

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

    By bytebase

    3,800

    Deploy durable AI agents with Omnara, an open-source managed-agent platform.

    By omnara-ai

    3,360

    MCP server for interacting with the Supabase platform

    By supabase

    2,995

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

    By chrisryugj

    2,935

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

    By chrisryugj

    2,847

    Gives AI agents the function they asked for, not the file. Commercial use needs a license.

    By jgravelle

    2,836

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

    By brightdata

    2,710

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

    By vybenetwork

    2,513

    MCP server for advanced web search using Tavily

    By tavily-ai

    2,477

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

    By moorcheh-ai

    2,357

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

    By figma

    2,157