NOA Labs
AI & LLM · 6 free lessons

MCP (Model Context Protocol) Tutorial for Beginners

Model Context Protocol explained for developers — build MCP servers in Python, expose tools, resources and prompts, and connect them to AI apps securely.

📝 6 lessons ⏱️ ~27m reading 🎓 Beginner → Advanced 💻 Code examples
Start lesson 1 — free 🎤 Interview questions
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MCP (Model Context Protocol) course syllabus

Follow the lessons in order — each one builds on the last. Tick them off as you go.

  1. What Is MCP? Model Context Protocol Explained What the Model Context Protocol is, the host–client–server architecture, and why MCP became the standard way to connect AI to tools. 4 min
  2. Build an MCP Server in Python Create your first MCP server with the official Python SDK (MCPServer, formerly FastMCP), add tools with type hints, and test it with the MCP Inspector. 5 min
  3. MCP Tools, Resources & Prompts The three MCP primitives — when to expose something as a tool, a resource or a prompt — with Python examples of each. 4 min
  4. Connecting an MCP Server to an LLM Use your MCP server from an AI app: stdio vs HTTP transports, writing an MCP client in Python, and handing MCP tools to an LLM. 5 min
  5. MCP Security Best Practices Prompt injection through tools, least-privilege servers, authentication for remote MCP, input validation and human approval. 5 min
  6. MCP Interview Questions Model Context Protocol interview questions on architecture, transports, primitives and security, with concise answers. 4 min

MCP (Model Context Protocol) FAQ

Is this MCP (Model Context Protocol) tutorial free?
Yes. All 6 MCP (Model Context Protocol) lessons are free to read online with no sign-up. Each one includes working code examples you can copy and run.
Is MCP (Model Context Protocol) good for beginners?
Yes. The tutorial starts with "What Is MCP? Model Context Protocol Explained" and builds up one concept at a time, so you don't need any prior MCP (Model Context Protocol) experience — just follow the lessons in order.
How long does it take to learn MCP (Model Context Protocol)?
Reading all 6 lessons takes about 1 hour. Most learners need a few weeks of hands-on practice alongside the lessons to feel confident using MCP (Model Context Protocol) on real projects.
What should I learn after MCP (Model Context Protocol)?
Good next topics are Artificial Intelligence, AI Agents, Deep Learning, LLM Fine-Tuning. The AI Engineer Roadmap shows the full order.