cloudcell

Scientific Experiment MCP server — the hypothesis → experiment → evidence → conclusion loop as a first-class object

Agent-driven ML researcher in a secure, reproducible KVM lab: five standalone scientific-state MCP servers within per-user VMs with driver / trusted / hostile zone isolation

Virtualized GnosisLab research environment with KVM isolation, protected scientific services, and sandboxed experiment execution.