# Kubernetes AI Assistant

> Use this tool when you need to manage and troubleshoot Kubernetes clusters efficiently, as it provides comprehensive operations through kubectl and Helm integration, and solves problems such as resource management, scaling, and diagnostics. It accepts inputs through unified kubectl commands and Helm chart operations, and outputs diagnostic results and resource tracking information. Use it in DevOps, development, or AI assistant contexts where programmatic access to cluster operations and structured troubleshooting workflows are required.

Canonical page: https://skillsregistry.net/skills/thanhdeptr-k8s-ai-assistant  
JSON: https://api.skillsregistry.net/v1/skills/thanhdeptr-k8s-ai-assistant

## Description

Kubernetes AI Assistant MCP server by Thanhdeptr that combines MCP Server for Kubernetes management with Rancher UI extensions to provide comprehensive cluster operations through kubectl and Helm integration. The implementation offers both read-only and destructive operations with configurable filtering, supporting unified kubectl commands for resource management (get, describe, apply, delete, create), Helm chart operations, port forwarding, scaling, rollouts, and specialized diagnostic capabilities through a k8s-diagnose prompt that guides systematic troubleshooting workflows. Built with TypeScript and featuring resource tracking, context switching, and transport flexibility (stdio/SSE), it serves DevOps teams managing Kubernetes clusters, developers needing programmatic access to cluster operations, and AI assistants requiring structured approaches to Kubernetes diagnostics and resource management with safety controls for production environments.

## Trust

- **Trust score (0–1):** 0.82
- **Verification tier:** verified
- **Last scanned:** 2026-09-28

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** cloud-infra
- **Updated:** 2026-09-28

## Source

- **Source listing:** [PulseMCP](https://www.pulsemcp.com/servers/thanhdeptr-k8s-ai-assistant)
- **Repository:** <https://github.com/thanhdeptr/k8s_ai_assistant_mcp>

## Use it

Resolve this record through the SkillsRegistry MCP server (no auth, read-only):

```
claude mcp add --transport http --scope user skillsregistry https://api.skillsregistry.net/mcp
```

```json
{
  "jsonrpc": "2.0",
  "id": 1,
  "method": "tools/call",
  "params": {
    "name": "get_skill",
    "arguments": {
      "slug": "thanhdeptr-k8s-ai-assistant"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/thanhdeptr-k8s-ai-assistant` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/thanhdeptr-k8s-ai-assistant/pull`

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SkillsRegistry indexes agent skills from public registries and GitHub. Skills we have analysed are scanned with Circle-IR and scored on six dimensions; each listing states its scan coverage. More: https://skillsregistry.net/llms.txt