AI-powered VMware vCenter/ESXi monitoring and operations. 20 MCP tools for inventory queries, health monitoring, VM lifecycle management, fast provisioning (Linked Clone, OVA, template deploy), snapshot management, and datastore browsing. Supports vSphere 6.5–8.0. Works with local models via Ollama/LM Studio.
Enables infrastructure operations including provisioning, configuration, monitoring, compliance auditing, and auto-remediation through natural language, using Terraform and Ansible tools exposed over MCP.
Enables lab managers and developers to perform OpenShift Partner Labs operations, such as cluster provisioning and state changes, through natural language conversations by aggregating low-level database interactions into high-level MCP tools.