A2A vs MCP: Agent-to-Agent vs Agent-to-Tool, and Why You Need Both in 2026
MCP connects one agent to its tools, A2A connects independent agents to each other. They are not competitors. Add MCP first, reach for A2A only when you have multiple separately deployed agents. Here is the wire-level difference and the code.