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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

    490

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

    By microsoft

    191,043

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

    By netdata

    81,026

    Up-to-date docs for AI agents

    By upstash

    63,296

    MCP server for Chrome DevTools

    By ChromeDevTools

    53,834

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

    By microsoft

    38,361

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

    By github

    33,758

    Semantic code retrieval & editing tools for coding agents.

    By oraios

    30,383

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

    By Skyvern-AI

    23,228

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

    By CoplayDev

    15,141

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

    By apify

    11,986

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

    By wonderwhy-er

    10,099

    Extract web data with Firecrawl

    By firecrawl

    7,637

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

    By jgraph

    5,660

    Official MCP server for Notion API

    By makenotion

    4,671

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

    By basicmachines-co

    4,277

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

    By microsoft

    3,787

    MCP tools for interacting with Microsoft Fabric

    By microsoft

    3,787

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

    By bytebase

    3,678

    MCP server for interacting with the Supabase platform

    By supabase

    2,961

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

    By Appllama

    2,894

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

    By chrisryugj

    2,740

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

    By brightdata

    2,681

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

    By chrisryugj

    2,600

    MCP server for advanced web search using Tavily

    By tavily-ai

    2,439

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

    By moorcheh-ai

    2,333

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

    By figma

    2,089

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

    By microsoft

    2,057

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

    By zereight

    2,051

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

    By vybenetwork

    2,027

    MCP server integrating with Stripe - tools for customers, products, payments, and more.

    By stripe

    1,963