GoogleCloudPlatform/kubectl-ai

Health v2 · maintenance only

Adoption not part of the score

7558 stars · 716 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-29, confidence not recorded

kubectl-ai is an AI-powered Kubernetes assistant that translates natural-language user intent into precise kubectl operations. It is a Go CLI tool and kubectl plugin supporting multiple LLM providers including Gemini, OpenAI, Bedrock, and local models via Ollama or llama.cpp.

Use cases

• check how my nginx app is doing in the cluster
• manage kubernetes using natural language
• troubleshoot kubernetes pods with an ai assistant
• use a local llm to operate my k8s cluster
• run an mcp server for kubernetes operations
• install a kubectl ai plugin via krew

When to choose

• you want natural-language interaction with Kubernetes clusters
• you need a kubectl plugin that supports many LLM providers including local models
• you want an MCP client/server for Kubernetes tooling

When to avoid

• you need fully automated, non-interactive cluster management without LLM costs
• your environment forbids sending cluster context to external AI providers
• you are not using Kubernetes

Facets

cli-tool · maturity active

cli agent-framework llm-inference mcp developer-tools developer-tools artificial-intelligence large-language-models windows cli go kubernetes kubectl-plugin ai-assistant natural-language-operations llm command-line devops linux macos

Member repositories

For agents

markdown · JSON · MCP: product_card(name="GoogleCloudPlatform/kubectl-ai")