{"id":"radishgz-metrics-server-amd64","name":"metrics-server-amd64","af_score":24.0,"security_score":48.5,"reliability_score":30.0,"what_it_does":"metrics-server-amd64 appears to be a CPU architecture-specific build artifact for Kubernetes Metrics Server, which provides resource utilization metrics to the Kubernetes API (commonly used by Horizontal Pod Autoscaler and kubectl top).","best_when":"Used as the standard in-cluster metrics layer for Kubernetes controllers and CLI tooling.","avoid_when":"Avoid if you cannot provide the required Kubernetes connectivity/permissions, or if your environment already has a compatible metrics pipeline and you cannot validate compatibility.","last_evaluated":"2026-04-04T21:26:21.078223+00:00","has_mcp":false,"has_api":false,"auth_methods":[],"has_free_tier":false,"known_gotchas":["This is a Kubernetes component/binary artifact (amd64-specific); agent workflows may require cluster access and RBAC rather than calling a documented HTTP API.","Without manifests/configuration details, correct deployment parameters (service account, permissions, API access) can be the primary integration hurdle."],"error_quality":0.0}