Deploy, monitor, govern and bill your applications and your agents on any GPU, any VM, any cloud — driven by the model you choose, including one that never leaves your network. One layer above your toolchain, not another tool in it.
Buying accelerators is a purchase order. Running them is a team. Capacity now arrives faster than the ability to operate it — so the estate is held back by the operator, not by the hardware. And an AI estate is never only accelerators: services on VMs, inference on GPUs, on-prem and in cloud. Every addition doubles a line below.
One control plane. The same operations, whatever is underneath.
Eleven operations carry the same name, the same payload, the same policy check and the same audit record on NVIDIA, AMD, Intel and Groq. The vendor difference lives below the line, where it belongs.
accelerator_list_devices
Turn raw compute into a managed platform. White-label console, per-tenant chargeback with configurable margin, enforceable budgets, multi-accelerator. Your customers deploy self-service; the billing follows.
Operate your customers' VMs — Proxmox, vSphere, XCP-ng — and their GPU clusters from a single console. Proactive anomaly detection, backup compliance, SLA tracking. One operator holds ten sites instead of three.
Operate GPU and VM without demanding Kubernetes expertise at every level. SOC 2 audit trail, multi-vendor fleet, the same gestures everywhere.
No mockup: the real console, on real infrastructure.
VibOps sits beside your infrastructure, not in front of it. No agent on the compute machines.
A self-hosted stack, on your own ground.
$ curl -fsSL https://vibops.ai/install.sh | bash
One lightweight gateway per site. It discovers the clusters, the GPUs and the hypervisors on its own — and proposes nothing you have not confirmed.
From the console, or from your editor over the MCP server. The MCP server and the Python SDK are public and MIT-licensed: vibops-mcp and vibops-sdk.
$ pip install vibops-mcp
We open access in waves, so that every install gets attention. Tell us what you run.
No cold outreach. A personal reply.