Decoupling In-Vehicle Agents from Hardware Implementations

A unified cloud-to-edge registry allowing vehicles to query and download verified MCP server cards matching their exact hardware trim and VIN.

VIN-Tailored Capability Resolution

Vehicles equipped with dual-motor configurations dynamically resolve dual-inverter MCP cards, while single-motor vehicles receive standard single-drive schemas.

Unified enterprise registry indexing thousands of automotive tool schemas.
Automatic capability filtering based on vehicle hardware BOM and VIN.
Over-the-air tool manifest updates without requiring full firmware reflashing.
Role-based access control for OEM, fleet manager, and third-party tools.

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