Solutions

AI for infrastructure operations

Bring Opvizor monitoring evidence to your AI assistant. Investigate faster, review the findings and decide the next step with confidence.

Start a Free Trial

Conceptual illustration of an operator watching monitoring signals flow from server racks into an AI conversation

Give your assistant evidence, not screenshots

Opvizor brings performance metrics, logs, configuration information and events together across virtual and cloud infrastructure.

Through MCP, your assistant can work with that monitoring context instead of relying on screenshots or manually pasted summaries. The available queries depend on the tools the connected Opvizor server exposes.

Conceptual illustration of metrics, logs, configuration and events converging into one timeline with a highlighted moment

From alert to answer

1
Observe
Opvizor shows the performance trend and the affected infrastructure.
2
Investigate
Your assistant works with monitoring context through MCP.
3
Review
You get the timeline, supporting evidence, alternative explanations and next steps, and you decide.
4
Verify
After an approved change, compare the relevant metrics with the baseline.

Read the workflow

Ask your infrastructure

What dashboards can I use to see VM memory ballooning?
Dashboards and knowledge
Which VMs are affected by the datastore latency increase?
Metrics and infrastructure
What changed around the time performance dropped?
Events, logs and configuration
Which resources will run short at the current growth rate?
Capacity forecast

Connect through MCP

Opvizor plugs your real-time monitoring streams into AI copilots like Claude Desktop, ChatGPT and more through the Model Context Protocol (MCP).

Claude Code also supports MCP servers, so monitoring tools and local investigation tools can work side by side.

Read about the MCP server

Animated demo of an AI assistant working with connected tools

Opvizor AI Assistant

Opvizor AI Assistant knows and understands the documentation, bug reports, knowledge base articles and best practices of your virtualization platforms, from Proxmox and KVM to VMware vSphere.

Troubleshooting for configuration, metrics, and logs
Smart Knowledge Base Search
Automated PowerShell Scripts
Linux command line and scripting assistance
Support for many scripting and spoken languages

Opvizor AI chat answering a request for a PowerShell script that removes VM CPU limits

Works with your AI tools

Claude Code
Claude Desktop
n8n

Keep humans in control

A useful investigation ends with a recommendation your team can review. For hands-on vSphere work, the govc skill for Claude Code and its pseudonymising wrapper add these controls:

Read-only investigation comes first
Confirmation rules for destructive operations
VM names, IPs, MACs and UUIDs can be replaced with tokens before the model sees them
Pair these controls with appropriate vCenter permissions: written instructions alone do not enforce access boundaries