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MCP Sampling architecture showing server client AI model communication human approval security governance and response generation in the Model Context Protocol

Day 13: MCP Sampling Explained: How Servers Request AI Model Completions

Master MCP Sampling with this complete guide covering sampling requests, AI model communication, human approval, security, governance, and production best practices.

Shahnawaz Khan Jul 22, 2026 20 min read