Jan 16
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What if AI agents didn’t need hard-coded integrations, scattered API keys within the source code, or manual server setup anymore? 🤔 What if adding real tools to your AI was as simple as clicking a few buttons — and the same tools worked across Claude, Cursor, VS Code, and your own Python apps? In this hands-on tutorial, we explore Docker’s new MCP Toolkit & Catalog and why it quietly changes how AI tools are built, shared, and reused across apps. They took the raw MCP protocol and turned it into a practical, unified gateway that works for both AI users and AI developers. By the end of this video, you won’t just understand what MCP is — you’ll use it in three real scenarios, from desktop assistants to a full-stack AI web app with real tools and real data. ⭐ Try the Docker MCP Catalog for FREE: https://dockr.ly/4pzVKGd ⭐ 📚 What you’ll learn: - What MCP actually is (explained simply, without protocol jargon) - Local vs remote MCP servers — and when to use each - OAuth vs API keys (and why remote servers change everything) - How Docker acts as a single MCP gateway for all your tools - How to reuse the same MCP tools across multiple AI clients - How to embed Docker MCP into your own Python applications 👀 What you’ll see in this video: 🔹Demo 1: Using Docker MCP with Claude and Cursor to work with real Stripe data — and watching the same tools sync automatically across multiple AI clients. 🔹Demo 2: Pulling Docker’s MCP Catalog into VS Code and calling tools from Python 🔹Demo 3: Building a full-stack AI app with Docker MCP + Model Runner 🎥 Related Videos of Mine: ⭐ Docker Simply Explained QuickStart for Beginners: https://youtu.be/-l7YocEQtA0 ⭐ Full Stack LLM Application with Docker Model Runner: https://youtu.be/oIqF0z2UhDM ⏰ Timestamps: 00:00 - Why Docker MCP changes everything 02:03 – What MCP actually is (in plain English) 02:27 – Docker MCP Toolkit & Catalog overview 03:07 – Connecting Claude, Cursor, and VS Code 04:09 – Local vs Remote MCP servers (key differences) 07:40 – Stripe MCP demo: real data, real actions 08:14 – Using the same MCP tools across AI agents 09:33 – How Docker acts as a single MCP gateway 10:27 – MCP inside your own Python app (VS Code) 14:31 – Running MCP tools via code 17:41 – Full-stack AI app with MCP + Model Runner 22:15 – Final thoughts & Code Template 🔎 Resources & Tutorial Code: ⭐ Full code & templates on GitHub: https://github.com/MariyaSha/Docker_MCPGUIApp ⭐ Docker MCP Hub & Catalog: https://dockr.ly/4pzVKGd 📦 Tools & Tech: - Docker Desktop (MCP Toolkit & Catalog) - Claude - Cursor - VS Code - Python - Stripe MCP - DuckDuckGo MCP - Hugging Face MCP - Docker Model Runner #MCP #Docker #AIAgents #ClaudeAI #CursorAI #Python #LLMs #ModelContextProtocol #SoftwareDevelopment #pythonprogramming