What is K8sGPT?
K8sGPT is an AI‑powered Kubernetes troubleshooting assistant that analyzes cluster state, logs, and events to deliver actionable insights. It anonymizes sensitive data before sending it to supported AI backends such as OpenAI, Azure, Google, Amazon Bedrock, IBM WatsonX, or local models via Ollama and Hugging Face.
The tool offers automatic remediation of common issues, allowing operators to toggle this feature or run diagnostics locally with built‑in analyzers. K8sGPT’s Model Context Protocol (MCP) server exposes Kubernetes operations as standardized tools and prompts, enabling integration with any MCP‑compatible AI client through Stdio or HTTP modes.
K8sGPT pricing
FreemiumK8sGPT offers a free plan with paid upgrades available.
Verify on the official pricing page.
View plansK8sGPT's key features
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MCP server exposes standardized Kubernetes ops
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AI-powered cluster analysis
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Automatic remediation of issues
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Data anonymization prior to AI
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Multi-provider AI support
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CLI and Claude Desktop integration
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Configurable analyzer selection
K8sGPT use cases
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Analyze cluster logs with K8sGPT to detect and automatically remediate recurring pod crashes, reducing downtime
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Integrate K8sGPT's MCP server into your CI/CD pipeline to trigger automated diagnostics on every deployment and prevent faulty releases
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Use K8sGPT's CLI diagnostics to anonymize sensitive log data and share insights with third‑party support teams while maintaining compliance
K8sGPT user reviews
Would you recommend K8sGPT?
Who is K8sGPT for?
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System administrators
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Devops engineers
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Security analysts
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Cloud architects
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Kubernetes operators
K8sGPT FAQ
Is K8sGPT free?
Partly. K8sGPT has a free plan with usage limits, and paid plans unlock the full feature set.
What are the best alternatives to K8sGPT?
The closest alternatives to K8sGPT are Milk infrastructure. You can compare them side by side in the alternatives section further down this page.
