LabLoop

LabLoop is a research automation environment providing isolated per-user KVM virtual machines for scientific experiments driven by machine learning agents. It enables secure and reproducible research with driver, trusted, and hostile zone isolation and includes five standalone scientific MCP servers usable without VMs. It supports empirical work cycles with rigorous state management and experiment tracking tailored for AI and ML research contexts.