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Article By Anil Jain | AI / ML Architect | Data Architect

The article explores two emerging protocols shaping modern AI agent systems: Model Context Protocol (MCP) and Agent-to-Agent (A2A). MCP allows a single AI model to access tools, APIs, and data, while A2A enables multiple agents to communicate and collaborate on tasks. It explains their architectures, use cases, key differences, and how they complement each other. Sample projects demonstrate how to build an MCP server and an A2A agent. The piece concludes by highlighting their role in building autonomous, intelligent systems and points to further resources for developers and enterprises