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Scored across 17 tools
Most tools are clearly differentiated by resource and action, but kubectl_create and kubectl_apply overlap because both can create resources. kubectl_patch, kubectl_scale, and kubectl_rollout also all mutate resources, though their scopes are distinct enough for an agent to choose correctly.
All names use snake_case, which is readable, but prefixing is inconsistent: many tools use kubectl_* while others use bare verbs or nouns like ping, port_forward, and install_helm_chart. There is no single predictable verb_noun pattern across the entire set.
17 tools is slightly above the typical 3-15 range, but Kubernetes is a broad domain and each tool covers a distinct operation or resource. The count is justifiable, though it borders on heavy for a single MCP server.
The surface covers read, create, update, logs, rollout, Helm, and port-forward operations, but lacks a delete operation, which is a core lifecycle gap. Other missing operations like exec or cp exist, but the absence of delete is the most notable incompleteness.