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Agent Interoperability Engineering: MCP, A2A, Tool Calling, and Multi-Agent Systems AI agents are only as powerful as their ability to work with each other. You can build a brilliant single agent, one that reasons well, plans effectively, and executes reliably. But the moment you try to connect it to another tool, another agent, or another team's system, everything gets fragile. Custom glue code piles up. Every integration becomes a one-off hack. And what should be a scalable multi-agent system quietly turns into a maintenance nightmare. This book exists to fix that. Agent Interoperability Engineering is a practical, engineering-first guide to the protocols and architectural patterns that let AI agents actually work together: the Model Context Protocol (MCP) for connecting agents to tools and data, Agent to Agent (A2A) communication for task delegation between autonomous systems, robust tool calling that doesn't silently break in production, and the design principles behind multi-agent systems that scale beyond a demo. Inside, you'll learn how to: Written for software engineers, backend and platform developers, and technical leaders who are past the demo stage and building systems meant to actually run in production, this book skips the hype and gets straight into the engineering: real protocol messages, real schemas, real code, and honest discussion of what breaks and why. If you're ready to stop duct-taping agents together and start engineering systems that genuinely interoperate, this book will get you there.
• Understand and apply MCP to connect agents to external tools and data sources in a standardized way
• Use A2A protocols to let independent agents delegate tasks, negotiate work, and return usable results
• Architect multi-agent systems with clear roles, coordination patterns, and failure handling
• Avoid the brittle, proprietary integrations that collapse the moment your system grows past a handful of agents
• Apply proven distributed systems thinking (discovery, contracts, versioning, observability) to the new world of agentic AI
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