{"id":"nokamoto-mcp-server-k8s-go","name":"mcp-server-k8s-go","af_score":38.0,"security_score":31.5,"reliability_score":17.5,"what_it_does":"Provides an MCP server (stdio transport) intended to interact with Kubernetes using Go. The README shows how to run it for local testing and how to configure it as a local MCP server (with KUBECONFIG) in clients like Cline.","best_when":"You have a local or controlled Kubernetes environment (e.g., minikube) and want an MCP bridge for experimentation or internal tooling.","avoid_when":"You need strict operational safety controls (RBAC scoping, auditability, approval workflows) or you cannot manage kubeconfig permissions securely.","last_evaluated":"2026-04-04T21:20:08.041403+00:00","has_mcp":true,"has_api":false,"auth_methods":["KUBECONFIG (client-side kubeconfig environment variable)"],"has_free_tier":false,"known_gotchas":["MCP communication is via stdio; agents/tools must correctly wire stdin/stdout transport.","The README provides only high-level usage; the available MCP tools/resources and their parameter schemas are not shown here.","KUBECONFIG is passed via env; agents may accidentally target the wrong cluster/context if kubeconfig is misconfigured.","No rate-limit, timeout, or retry guidance is documented, so agents may need conservative timeouts and manual retries if supported by the implementation."],"error_quality":0.0}