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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

    770

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

    By microsoft

    195,081

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

    By netdata

    81,382

    Up-to-date docs for AI agents

    By upstash

    64,686

    MCP server for Chrome DevTools

    By ChromeDevTools

    55,160

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

    By microsoft

    39,559

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

    By github

    34,413

    Semantic code retrieval & editing tools for coding agents.

    By oraios

    31,327

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

    By Skyvern-AI

    23,396

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

    By apify

    15,951

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

    By CoplayDev

    15,916

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

    By wonderwhy-er

    10,289

    Extract web data with Firecrawl

    By firecrawl

    7,810

    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

    5,140

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

    By speedyapply

    4,708

    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

    4,561

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

    By microsoft

    3,848

    MCP tools for interacting with Microsoft Fabric

    By microsoft

    3,848

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

    By bytebase

    3,838

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

    By omnara-ai

    3,390

    MCP server for interacting with the Supabase platform

    By supabase

    3,006

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

    By chrisryugj

    2,975

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

    By chrisryugj

    2,867

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

    By jgravelle

    2,843

    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

    2,656

    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

    2,367

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

    By figma

    2,179