{"id":"homayoonalimohammadi-k8s-mcp-server","name":"k8s-mcp-server","af_score":47.5,"security_score":50.0,"reliability_score":13.8,"what_it_does":"An MCP server that exposes Kubernetes read-only style tools to AI assistants: getting a specific Kubernetes resource and listing resources by kind with optional namespace and labelSelector filtering. It supports both in-cluster configuration and external kubeconfig.","best_when":"You have an MCP-capable client and appropriate Kubernetes RBAC, and you want an agent to query cluster state (read operations) reliably.","avoid_when":"You cannot control the Kubernetes credentials/RBAC used by the server, or you need strong guarantees around output sanitization and auditability for sensitive environments.","last_evaluated":"2026-04-04T21:20:08.581225+00:00","has_mcp":true,"has_api":false,"auth_methods":["Kubeconfig (external cluster access)","In-cluster service account (Kubernetes in-cluster config)"],"has_free_tier":false,"known_gotchas":["Listing resources may return large results; without pagination/limits documented, agents could time out or overwhelm context windows.","Kubernetes RBAC strongly affects what the server can return; permission errors may occur depending on the service account/kubeconfig used.","Because tool schemas are generic (kind/name/namespace/labelSelector), agents may request kinds that are not supported/registered, leading to errors."],"error_quality":0.0}