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Two protocol standards keep getting confused in architecture meetings, and they solve perpendicular problems. MCP standardizes how one agent talks down to its tools; A2A standardizes how agents talk sideways to each other. Here's the anatomy of both, the mental model that makes the difference stick, and an honest case for why most systems still shouldn't go multi-agent.