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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

    603

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

    By microsoft

    192,035

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

    By netdata

    81,120

    Up-to-date docs for AI agents

    By upstash

    63,630

    MCP server for Chrome DevTools

    By ChromeDevTools

    54,099

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

    By microsoft

    38,603

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

    By github

    33,938

    Semantic code retrieval & editing tools for coding agents.

    By oraios

    30,691

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

    By Skyvern-AI

    23,270

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

    By CoplayDev

    15,389

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

    By apify

    13,039

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

    By wonderwhy-er

    10,119

    Extract web data with Firecrawl

    By firecrawl

    7,682

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

    By jgraph

    5,701

    Official MCP server for Notion API

    By makenotion

    4,678

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

    By speedyapply

    4,555

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

    By basicmachines-co

    4,344

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

    By microsoft

    3,801

    MCP tools for interacting with Microsoft Fabric

    By microsoft

    3,801

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

    By bytebase

    3,717

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

    By omnara-ai

    3,248

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

    By Appllama

    3,034

    MCP server for interacting with the Supabase platform

    By supabase

    2,969

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

    By chrisryugj

    2,780

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

    By chrisryugj

    2,733

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

    By brightdata

    2,686

    MCP server for advanced web search using Tavily

    By tavily-ai

    2,457

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

    By moorcheh-ai

    2,341

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

    By vybenetwork

    2,198

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

    By figma

    2,111

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

    By microsoft

    2,068