Best MCP servers for monitoring & incidents

When something breaks in production, the work is investigation: read the error and its stack trace, query the metrics and logs around the spike, check dashboards and alerts, and see whether a recent release or a user-facing regression lines up with the incident. A monitoring MCP setup lets an agent do that investigation across your observability stack instead of an on-call engineer flipping between consoles at 3am. The servers below cover error tracking, full APM and log search, dashboards and alerting, and product-side regressions. Install the ones that match your stack; the workflow is the same loop of detect, query, correlate. Each ships a verified, current install config.