In my mind, I am still designing things with MCP. Even the communication between 2 agents can modeled as MCP with some capabilities.
A2A (Agent-to-Agent Protocol) focuses on agent collaboration. It establishes ways for intelligent agents to discover, communicate, and cooperate with each other, allowing different AI systems to work together like human teams.
Taken straight from this article:
They can't monetize a MCP API so they made A2A.