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Design Multi-Agent AI Systems Using MCP and A2A
book

Design Multi-Agent AI Systems Using MCP and A2A

by Gigi Sayfan
February 2026
Intermediate to advanced
536 pages
12h 16m
English
Packt Publishing
Content preview from Design Multi-Agent AI Systems Using MCP and A2A

Part 2

Building Your Own Agentic AI Framework

Part 2 walks you through building a real agentic AI framework (AI-6) from the ground up. You’ll explore the core engine that runs the agent loop, manages memory, sessions, tools, and multiple LLM providers, then dive into designing robust, provider-agnostic tools with schemas, validation, and execution flow. The part then shifts to user-facing interfaces, showing how to build Slack and web UIs that support visibility, control, and human-in-the-loop workflows. It closes by integrating the framework with the Model Context Protocol (MCP), enabling standardized tool discovery and interoperability across the broader ecosystem.

This part contains the following chapters:

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Publisher Resources

ISBN: 9781806116478