MCP server for GPU monitoring: utilization, VRAM, temperature via nvidia-smi / NVML
Project description
mcp-gpu-server
MCP server for GPU monitoring. Queries NVIDIA GPUs via NVML (preferred) or nvidia-smi fallback.
Tools
| Tool | Returns |
|---|---|
gpu_info |
Name, driver, CUDA version |
gpu_utilization |
Core and memory utilization % |
gpu_vram |
Total / used / free VRAM (MiB) |
gpu_temperature |
Temperature in °C |
gpu_stats |
Full snapshot of all metrics |
Install
pip install mcp-gpu-server
MCP config
{
"mcpServers": {
"gpu": {
"command": "mcp-gpu-server"
}
}
}
Requirements
- Python 3.10+
- NVIDIA GPU with drivers installed
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