Anthropic opens a research preview of a shared standard for agents to drive lab and factory hardware

On 27 August 2026 Anthropic opened a research preview of the Model Hardware Standard, a specification for AI agents to operate physical devices, to a first set of scientific labs and advanced manufacturers. It works with any device that exposes a programmable interface, is model-agnostic, and is reachable by an agent harness over standard protocols including the Model Context Protocol. Anthropic says the work began with HHMI Janelia Research Campus and that it intends to open-source the standard after partners help build safety evaluations; the integration-time and error-recovery claims are Anthropic’s own.

What it means The tool-calling layer that made software agents useful is being pointed at instruments and machines; if it holds, the same harness that drives an API drives a microscope or a robot arm.