An empirical study of handshake overhead in AI agent communication protocols presents phase-decomposed benchmarks for MCP, A2A, and ACP. A legacy MCP handshake takes three round trips and 230 ms at 50 ms RTT.Source: arXivhttps://arxiv.org/abs/2610.30151#MachineLearning
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