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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

    740

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

    By microsoft

    193,078

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

    By netdata

    81,227

    Up-to-date docs for AI agents

    By upstash

    63,976

    MCP server for Chrome DevTools

    By ChromeDevTools

    54,504

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

    By microsoft

    38,874

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

    By github

    34,101

    Semantic code retrieval & editing tools for coding agents.

    By oraios

    30,880

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

    By Skyvern-AI

    23,316

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

    By CoplayDev

    15,569

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

    By apify

    13,975

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

    By wonderwhy-er

    10,175

    Extract web data with Firecrawl

    By firecrawl

    7,729

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

    By jgraph

    5,742

    Official MCP server for Notion API

    By makenotion

    4,689

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

    By speedyapply

    4,600

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

    By basicmachines-co

    4,418

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

    By Appllama

    3,855

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

    By microsoft

    3,815

    MCP tools for interacting with Microsoft Fabric

    By microsoft

    3,815

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

    By bytebase

    3,759

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

    By omnara-ai

    3,325

    MCP server for interacting with the Supabase platform

    By supabase

    2,986

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

    By chrisryugj

    2,855

    Retrieves code by symbol via tree-sitter, so an agent reads the function it needs, not the file.

    By jgravelle

    2,823

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

    By chrisryugj

    2,818

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

    By brightdata

    2,697

    MCP server for advanced web search using Tavily

    By tavily-ai

    2,467

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

    By moorcheh-ai

    2,350

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

    By vybenetwork

    2,208

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

    By figma

    2,131
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