nvitop
A simple multinode performance logger for Python
`roctop` is a small AMD ROCm GPU monitor. It shows GPU VRAM usage, utilization, temperature, and GPU processes in a refreshing terminal UI.
One terminal for the GPUs of all your ssh hosts, with an MCP server so agents can find a free GPU. The remote side needs only nvidia-smi.