Mastering Agentic AI: The Model Context Protocol (MCP) Pattern

mail@carlosprados.com (Carlos Prados) — Tue, 14 Jul 2026 00:00:00 +0000

In the previous post, Learning and Adaptation closed the loop on how agents improve over time without retraining. We’ve now covered the loops, the memory, the reasoning. There’s one piece left in Part 2 of the book, and it’s the most external of all the patterns: how agents talk to the rest of the world.

That’s MCP. And of all the patterns in this series, it’s the one that has changed the agentic landscape the fastest.

Fastmcp on EnRedAndo Me - Carlos Prados

Mastering Agentic AI: The Model Context Protocol (MCP) Pattern