MCP Sampling Tutorial — How to Build LLM-Powered MCP Tools (Python + FastMCP)

Description

AI ENGINEER ROADMAP [ 🚀 learn AI Engineering in 2025 ] ► https://zazencodes.com/ NEWSLETTER [ 🍰 weekly video email ] ► https://zazencodes.com/newsletter MCP TUTORIAL PLAYLIST ► https://www.youtube.com/playlist?list=PLTPHo6vRHQ8rw8dRK1kdqzULzGB6YlxTa CODE DEMO [ ⭐ source code for this video ] ► https://github.com/zazencodes/zazencodes-season-2/tree/main/src/mcp-sampling 0:18 - How MCP Sampling Works 1:46 - MCP Sampling with FastMCP 4:34 - MCP Sampling Python Demo 9:53 - MCP Sampling VS Code Demo 15:55 - Image I/O with FastMCP