Best MCP Servers for Monitoring and Observability

Monitoring and observability are the backbone of reliable software. When something breaks at 2 AM, you need dashboards that show what happened, alerts that fire before users notice, and logs that tell you why. MCP servers now let your AI coding agent tap directly into the tools that power your observability stack - Prometheus, Grafana, Datadog, and PagerDuty - so you can query metrics, build dashboards, and manage incidents without leaving your editor.