{"id":"idebeijer-kube-mcp-server","name":"kube-mcp-server","af_score":26.0,"security_score":42.8,"reliability_score":25.0,"what_it_does":"A Go-based MCP server intended to expose Kubernetes cluster capabilities to an AI agent via the Model Context Protocol (MCP).","best_when":"You have an MCP-capable agent/runtime and want a consistent, tool-based bridge from agent to Kubernetes (typically alongside Kubernetes RBAC).","avoid_when":"You cannot enforce Kubernetes RBAC/least-privilege or you need strictly audited, human-approved operational workflows for changes.","last_evaluated":"2026-04-04T19:52:14.320550+00:00","has_mcp":true,"has_api":false,"auth_methods":[],"has_free_tier":false,"known_gotchas":["Kubernetes operations are highly privilege-dependent; ensure least-privilege RBAC before enabling agent tool use","Be careful about destructive actions (delete/scale/patch) and implement confirmation/auditing in the agent workflow","Without clear tool contracts, an agent may call tools with wrong parameters—validate inputs at the MCP layer if available"],"error_quality":0.0}