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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

    648

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

    By microsoft

    192,547

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

    By netdata

    81,186

    Up-to-date docs for AI agents

    By upstash

    63,779

    MCP server for Chrome DevTools

    By ChromeDevTools

    54,283

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

    By microsoft

    38,709

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

    By github

    34,000

    Semantic code retrieval & editing tools for coding agents.

    By oraios

    30,767

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

    By Skyvern-AI

    23,286

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

    By CoplayDev

    15,469

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

    By apify

    13,476

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

    By wonderwhy-er

    10,140

    Extract web data with Firecrawl

    By firecrawl

    7,701

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

    By jgraph

    5,720

    Official MCP server for Notion API

    By makenotion

    4,682

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

    By speedyapply

    4,574

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

    By basicmachines-co

    4,370

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

    By microsoft

    3,802

    MCP tools for interacting with Microsoft Fabric

    By microsoft

    3,802

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

    By bytebase

    3,731

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

    By Appllama

    3,417

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

    By omnara-ai

    3,294

    MCP server for interacting with the Supabase platform

    By supabase

    2,979

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

    By chrisryugj

    2,808

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

    By chrisryugj

    2,803

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

    By brightdata

    2,691

    MCP server for advanced web search using Tavily

    By tavily-ai

    2,463

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

    By moorcheh-ai

    2,342

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

    By vybenetwork

    2,209

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

    By figma

    2,123

    GitLab MCP server for projects, merge requests, issues, pipelines, wiki, releases, and more.

    By zereight

    2,072