VCP sits between AI model APIs and frontend applications, providing a unified instruction protocol, multi-layer persistent memory systems, and distributed plugin architecture. It enables large language models to gain tool-calling capabilities, long-term memory, and multi-agent coordination frameworks. The system includes web management panels and is designed to transform stateless LLMs into agents with extended awareness and group collaboration intelligence.