{"id":"rancher-metrics-server-amd64","name":"metrics-server-amd64","af_score":9.2,"security_score":45.0,"reliability_score":27.5,"what_it_does":"metrics-server-amd64 appears to be a prebuilt (amd64) distribution of the Kubernetes metrics-server component, which typically aggregates CPU/memory metrics from nodes/pods and serves them through the Kubernetes metrics API (e.g., for kubectl top and HPA).","best_when":"You need Kubernetes metrics aggregation within a cluster for kubectl/HPA and related Kubernetes functionality.","avoid_when":"You require full Prometheus-style monitoring features, long-term storage, or custom metric ingestion/exposure beyond Kubernetes resource metrics.","last_evaluated":"2026-04-04T19:58:02.588803+00:00","has_mcp":false,"has_api":false,"auth_methods":[],"has_free_tier":false,"known_gotchas":["No API contract or docs were provided in the input, so agent-oriented integration details (endpoints, errors, auth, rate limits) cannot be assessed.","As a Kubernetes component, usability depends on cluster RBAC/networking/configuration that is not included in the provided artifact name alone."],"error_quality":0.0}