TCP-MCP: Landscape-Guided Co-Evolution of Prompts and Communication Topologies for Multi-Agent Systems

In three linesTCP-MCP co-evolves agent prompts and communication topologies as a unified genome. On MMLU-Pro, MMLU, and GSM8K with DeepSeek-V3.2 backbone, the system achieves 82.66%, 89.96%, and 96.61% accuracy while consuming 5.69× fewer tokens than debate-style systems.

Summary generated by Claude — human-verified