MCP-ZERO addresses a critical flaw in modern AI systems—their collapse without internet connectivity—by introducing an offline-first framework with immutable contracts and ZETA acceleration. Designed for healthcare, industrial IoT, and autonomous systems, it guarantees operation in disconnected environments through a paradigm shift in AI architecture.