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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

    191,199

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

    By netdata

    81,047

    Up-to-date docs for AI agents

    By upstash

    63,338

    MCP server for Chrome DevTools

    By ChromeDevTools

    53,885

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

    By microsoft

    38,395

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

    By github

    33,780

    Semantic code retrieval & editing tools for coding agents.

    By oraios

    30,413

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

    By Skyvern-AI

    23,233

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

    By CoplayDev

    15,215

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

    By apify

    12,141

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

    By wonderwhy-er

    10,104

    Extract web data with Firecrawl

    By firecrawl

    7,642

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

    By jgraph

    5,667

    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

    4,285

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

    By microsoft

    3,789

    MCP tools for interacting with Microsoft Fabric

    By microsoft

    3,789

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

    By bytebase

    3,686

    MCP server for interacting with the Supabase platform

    By supabase

    2,963

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

    By Appllama

    2,895

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

    By chrisryugj

    2,743

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

    By brightdata

    2,684

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

    By chrisryugj

    2,620

    MCP server for advanced web search using Tavily

    By tavily-ai

    2,443

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

    By moorcheh-ai

    2,335

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

    By figma

    2,090

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

    By microsoft

    2,059

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

    By vybenetwork

    2,058

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

    By zereight

    2,053

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

    By stripe

    1,963