What Every AI Engineer Should Know About A2A, MCP & ACP

Source:Medium

Article Summary

The article introduces Model Context Protocol (MCP) and Agent-to-Agent Protocol (A2A) as critical emerging standards for AI engineers.

  • MCP, championed by Anthropic, defines how AI models receive external information like tool definitions and real-time data, enabling robust tool use by agents.
  • A2A extends this concept, outlining how different AI agents can communicate and collaborate to achieve complex tasks.
  • These protocols are designed to standardize agentic capabilities, moving beyond basic function calling to enable sophisticated, multi-agent workflows.
  • The adoption of A2A and MCP is crucial for building scalable, reliable, and interoperable AI systems, enhancing the capabilities of AI assistants and agent frameworks.