Show HN: KubeAstra–Open-source AI agent that debugs and recovers Kubernetes pods

Category: infrastructure

Tags: kubernetes, ai-assistant, devops, natural-language-debugging, mcp

Score: 7.3/10 (Innovation: 7, Technical: 7, Documentation: 8, Utility: 7)

KubeAstra is an AI-powered Kubernetes troubleshooting assistant that diagnoses and resolves cluster issues via natural language, through a web UI or IDE integration. It combines live kubectl access with pluggable LLM providers to automate root-cause analysis and suggest fix commands, reducing toil for DevOps teams. Its innovative combination of MCP protocol support, 34 built-in tools, and safety-first design makes it a practical and forward-looking solution for cluster debugging.

Target audience: devops

Repository: https://github.com/kubeastra/kubeastra · Python · Apache-2.0 · 1 stars

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