F
licenseNot graded
qualityC
maintenanceAn MCP server for autonomous Kubernetes troubleshooting and remediation. It enables continuous cluster monitoring, local AI-powered diagnosis via Ollama, and automated kubectl-based fixes.
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Scored across 9 tools
Tools have distinct purposes, with slight overlap between get_pods and get_failing_pods, but descriptions clearly differentiate them. Others like diagnose_crashloop and get_cluster_health are distinct.
All tools follow a consistent verb_noun pattern (diagnose_, get_, list_), with clear and predictable naming.
With 9 tools, the set is well-scoped for an SRE diagnosis and monitoring tool, covering essential operations without bloat.
Covers key diagnosis tasks (health, pods, nodes, events, storage, crash loops). Missing log retrieval or resource updates, but fits a focused diagnostic scope.