Udemy – Agent Communication Protocol: The REST API for AI Agents-ACP 2025-8

Agent Communication Protocol: The REST API for AI Agents-ACP. This comprehensive course teaches you how to turn individual AI agents into powerful, collaborative teams. This course addresses the problem of agent isolation built with different frameworks, such as LangGraph, CrewAI, and SmolAgent, by focusing on learning the ACP communication protocol and integrating it with the Model Context Protocol (MCP). In this course, you will gain a thorough understanding of the principles of packaging agents in ACP servers to create seamless interoperability between any framework or platform. Through hands-on projects, you will build linear and hierarchical multi-agent workflows, implement router agents to intelligently delegate tasks, and integrate MCP to equip agents with access to powerful tools. With an emphasis on practical application, this course teaches you how to deploy discoverable agents to automatically register their capabilities and coordinate complex tasks without the need for human intervention.

What you will learn

• ACP-Compatible Agent Architecture: You will learn how to build ACP-compliant agent servers that package LangGraph, CrewAI, and SmolAgent for global communication.
• REST-based communication patterns: You will master REST-based agent communication patterns to build scalable and interoperable multi-agent systems.
• MCP Integration: You will learn how to integrate MCP so agents have access to real-time tools and capabilities to connect to external data sources.
• Implement agent discovery systems: You implement agent discovery systems and registries for seamless sharing and collaboration across teams.
• Design multi-agent workflows: You design linear and hierarchical multi-agent workflows with router agents to intelligently delegate tasks.

This course is suitable for people who:

• They work in the field of Agentic AI.
• Developers, AI engineers, and system architects who are ready to move beyond single-agent solutions to truly collaborative AI ecosystems.