DeviceShelf scans local networks and builds an inventory of responding devices, including addresses, hostnames, vendors and exposed services. It provides device security reports, presence monitoring, availability history and network diagnostics. Optional AI features help identify devices and explain scan results using a user-selected provider or local model. Desktop and mobile applications can also connect to its separately running server component.