K8sGPT
by K8sGPT · open-source · Last verified 2026-03-17
AI-powered Kubernetes diagnostics agent that scans clusters for issues and provides plain-language explanations with remediation suggestions. Integrates with multiple LLM backends to analyze pod failures, misconfigurations, and performance bottlenecks in real time.
https://k8sgpt.ai ↗C+
C+—Average
Adoption: BQuality: B+Freshness: ACitations: BEngagement: F
Specifications
- License
- Apache-2.0
- Pricing
- open-source
- Capabilities
- cluster-diagnostics, issue-detection, remediation-suggestions, multi-analyzer-support, natural-language-explanations
- Integrations
- kubernetes, openai, azure-openai, amazon-bedrock, google-gemini, prometheus
- Use Cases
- cluster-troubleshooting, incident-response, configuration-auditing, sre-assistance
- API Available
- No
- Autonomy Level
- supervised
- Tools Used
- kubernetes-api, llm-api, prometheus, kubectl
- Skills
- cluster-analysis, issue-diagnosis, remediation-planning
- Trust Score
- 72
- Tags
- kubernetes, devops, diagnostics, open-source, sre, cloud-native
- Added
- 2026-03-17
- Completeness
- 90%
Index Score
57.9Adoption
68
Quality
76
Freshness
82
Citations
62
Engagement
0