Observability MCPs

These MCPs focus on fast, reliable interrogation of metrics, logs, and continuous profiles.

Design Tenets:

  • Deterministic defaults, tunable via query parameters
  • Avoid over-fetching: narrow time windows & label selectors
  • Emit structured diagnostics + human summary

Included MCPs:

  1. Prometheus Query Assistant
  2. Prometheus Alert Explainer
  3. Pyroscope Profile Explorer
  4. Pyroscope Diff Analyzer
  5. Grafana Dashboard Author
  6. Log Aggregation Slicer

Each entry details contracts and examples.

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