Skip to Content
Model Context Protocol for LLMs
book

Model Context Protocol for LLMs

by Naveen Krishnan
February 2026
Intermediate to advanced
436 pages
10h 58m
English
Packt Publishing
Content preview from Model Context Protocol for LLMs

5

MCP Architecture Overview

Architecture is about the important stuff. Whatever that is.

– Ralph Johnson

You know what's funny? I've been building distributed systems for over a decade, and I still get that little thrill when I see a well-designed architecture. It's like looking at a perfectly organized toolbox: everything has its place, everything serves a purpose, and somehow, the whole thing just… works.

MCP's architecture gave me that feeling the first time I really dug into it. Not because it's revolutionary, though it is clever, but because it's so refreshingly sensible. After years of wrestling with proprietary APIs, custom protocols, and the inevitable spaghetti code that comes from trying to make incompatible systems talk to each other, ...

Become an O’Reilly member and get unlimited access to this title plus top books and audiobooks from O’Reilly and nearly 200 top publishers, thousands of courses curated by job role, 150+ live events each month,
and much more.

Read now

Unlock full access

More than 5,000 organizations count on O’Reilly

AirBnbBlueOriginElectronic ArtsHomeDepotNasdaqRakutenTata Consultancy Services

QuotationMarkO’Reilly covers everything we've got, with content to help us build a world-class technology community, upgrade the capabilities and competencies of our teams, and improve overall team performance as well as their engagement.
Julian F.
Head of Cybersecurity
QuotationMarkI wanted to learn C and C++, but it didn't click for me until I picked up an O'Reilly book. When I went on the O’Reilly platform, I was astonished to find all the books there, plus live events and sandboxes so you could play around with the technology.
Addison B.
Field Engineer
QuotationMarkI’ve been on the O’Reilly platform for more than eight years. I use a couple of learning platforms, but I'm on O'Reilly more than anybody else. When you're there, you start learning. I'm never disappointed.
Amir M.
Data Platform Tech Lead
QuotationMarkI'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.
Mark W.
Embedded Software Engineer

You might also like

Context Engineering for Observability

Context Engineering for Observability

David Beale
Model Context Protocol

Model Context Protocol

Mehul Gupta, Niladri Sen

Publisher Resources

ISBN: 9781806662272