ResearchBenchmarksCommunication Protocol Performance Analysis on Agent Communication Evaluation Environment High LoadCommunication Protocol Performance Analysis on Agent Communication Evaluation Environment High LoadFollow22Avg Latency (ms)MCP17.0850.2983.5116.71Feb 11, 2026Evaluation resultsMethodMethodLinksAvg Latency (ms)Header OverheadSuccess RateMCPProtocol variant=LocalProtocol variant=Local2026.02220.050.99ACPProtocol variant=Feder...Protocol variant=Federated2026.02580.080.96JSON-RPCProtocol variant=HTTPSProtocol variant=HTTPS2026.021450.120.88