Mcp Observability

You'd reach for this when you need Claude to help troubleshoot incidents by querying your observability stack directly. It connects to Loki for logs using LogQL, Prometheus for metrics via PromQL, and Elasticsearch for search and analytics. Instead of manually jumping between dashboards and query interfaces during an outage, you can ask Claude to pull relevant logs, check metric thresholds, or correlate events across systems. It's built for incident response workflows where you want an AI agent that can actually inspect your monitoring data and help you understand what's breaking in production.