{"id":"mayukhsobo-k8s-mcp-server","name":"k8s-mcp-server","af_score":31.8,"security_score":20.5,"reliability_score":20.0,"what_it_does":"Provides a Kubernetes-focused Model Context Protocol (MCP) server that exposes operations for managing Kubernetes resources and retrieving/searching/exporting pod logs via HTTP endpoints.","best_when":"Used in a trusted environment where the operator controls cluster access (e.g., internal tooling) and wants an agent-friendly interface for Kubernetes and log workflows.","avoid_when":"Avoid exposing the server to untrusted networks/tenants or running it without authentication/authorization controls in front of it; avoid if you need strong operational guarantees (SLA, documented rate limits, idempotency/retry semantics) from the published docs.","last_evaluated":"2026-04-04T19:51:03.660951+00:00","has_mcp":true,"has_api":true,"auth_methods":["None documented in provided README (implied cluster access via kubectl/kubeconfig)"],"has_free_tier":false,"known_gotchas":["CRUD endpoints may have side effects; without documented idempotency semantics, agents should be cautious to avoid duplicate creates/deletes on retries.","Log search/export endpoints can be expensive; lack of documented rate limiting and pagination makes it harder for an agent to chunk requests safely.","Cluster access depends on kubectl/kubeconfig; agents running outside the same trust boundary may not be able to authenticate to Kubernetes through this server."],"error_quality":0.0}