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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

    771

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

    By microsoft

    195,154

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

    By netdata

    81,388

    Up-to-date docs for AI agents

    By upstash

    64,713

    MCP server for Chrome DevTools

    By ChromeDevTools

    55,186

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

    By microsoft

    39,572

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

    By github

    34,422

    Semantic code retrieval & editing tools for coding agents.

    By oraios

    31,338

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

    By Skyvern-AI

    23,404

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

    By apify

    16,022

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

    By CoplayDev

    15,935

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

    By wonderwhy-er

    10,299

    Extract web data with Firecrawl

    By firecrawl

    7,813

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

    By jgraph

    5,824

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

    By Appllama

    5,154

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

    By speedyapply

    4,710

    Official MCP server for Notion API

    By makenotion

    4,705

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

    By basicmachines-co

    4,563

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

    By microsoft

    3,849

    MCP tools for interacting with Microsoft Fabric

    By microsoft

    3,849

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

    By bytebase

    3,842

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

    By omnara-ai

    3,392

    MCP server for interacting with the Supabase platform

    By supabase

    3,008

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

    By chrisryugj

    2,986

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

    By chrisryugj

    2,868

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

    By jgravelle

    2,845

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

    By brightdata

    2,724

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

    By vybenetwork

    2,661

    MCP server for advanced web search using Tavily

    By tavily-ai

    2,489

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

    By moorcheh-ai

    2,370

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

    By figma

    2,181