An AI-powered monitoring and log analytics MCP that lets operations teams query system logs, CPU usage, memory metrics, disk activity, network stats, security events, and performance data using plain English - converting natural language requests into Elasticsearch DSL queries and returning real-time insights from monitored host machines.

An intelligent aged care incident management assistant that guides frontline staff through compliant incident reporting, auto-creates draft records in safety management systems after the first three questions, classifies severity using a Level of Harm matrix, and orchestrates root cause analysis, corrective actions, and regulatory notifications - all through a guided conversational interface.