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VCPToolBox sits between AI model APIs and frontend apps, transforming stateless LLMs into full autonomous agents with permanent memory, physical-world operation rights, and collective intelligence. It features a unified command protocol, multi-level persistent memory, distributed plugin engine, and multi-agent collaboration framework.