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Sponsored Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt

Author

Aleksandr Apuhtin

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Jul 2026

ANALYSIS OF ARCHITECTURAL COMPONENTS OF MULTI-AGENT SYSTEMS

The aim of this work is to analyze the architectural components of LLM-based multi-agent systems. The research method involves a comparative analysis of MetaGPT, Generative Agents, AutoGen, OrgAgent, MIRIX, and ChatDev architectures against a uniform set of criteria (role organization, memory, coordination, structured...

T. Saratova, Aleksandr Apuhtin · 0 citations

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