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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

    773

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

    By microsoft

    194,085

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

    By netdata

    81,288

    Up-to-date docs for AI agents

    By upstash

    64,254

    MCP server for Chrome DevTools

    By ChromeDevTools

    54,859

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

    By microsoft

    39,242

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

    By github

    34,271

    Semantic code retrieval & editing tools for coding agents.

    By oraios

    31,137

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

    By Skyvern-AI

    23,344

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

    By CoplayDev

    15,745

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

    By apify

    14,960

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

    By wonderwhy-er

    10,232

    Extract web data with Firecrawl

    By firecrawl

    7,767

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

    By jgraph

    5,780

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

    By Appllama

    4,913

    Official MCP server for Notion API

    By makenotion

    4,698

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

    By speedyapply

    4,649

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

    By basicmachines-co

    4,502

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

    By microsoft

    3,835

    MCP tools for interacting with Microsoft Fabric

    By microsoft

    3,835

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

    By bytebase

    3,795

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

    By omnara-ai

    3,359

    MCP server for interacting with the Supabase platform

    By supabase

    2,994

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

    By chrisryugj

    2,931

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

    By chrisryugj

    2,844

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

    By jgravelle

    2,835

    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

    2,502

    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

    2,154