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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

    604

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

    By microsoft

    191,828

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

    By netdata

    81,108

    Up-to-date docs for AI agents

    By upstash

    63,554

    MCP server for Chrome DevTools

    By ChromeDevTools

    54,045

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

    By microsoft

    38,557

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

    By github

    33,895

    Semantic code retrieval & editing tools for coding agents.

    By oraios

    30,665

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

    By Skyvern-AI

    23,256

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

    By CoplayDev

    15,356

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

    By apify

    12,833

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

    By wonderwhy-er

    10,103

    Extract web data with Firecrawl

    By firecrawl

    7,673

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

    By jgraph

    5,698

    Official MCP server for Notion API

    By makenotion

    4,678

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

    By speedyapply

    4,547

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

    By basicmachines-co

    4,334

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

    By microsoft

    3,798

    MCP tools for interacting with Microsoft Fabric

    By microsoft

    3,798

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

    By bytebase

    3,716

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

    By omnara-ai

    3,206

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

    By Appllama

    3,004

    MCP server for interacting with the Supabase platform

    By supabase

    2,968

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

    By chrisryugj

    2,764

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

    By chrisryugj

    2,721

    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

    2,454

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

    By moorcheh-ai

    2,339

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

    By vybenetwork

    2,167

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

    By figma

    2,107

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

    By microsoft

    2,066