K8M

What it does

K8M is a lightweight, cross-platform Kubernetes AI Dashboard that simplifies cluster management. It integrates LLMs and agents to provide intelligent analysis, real-time anomaly detection, and automated operations across multiple K8s clusters.

Tools

• k8s-cluster-manage: Manage multiple clusters with heartbeats and auto-reconnect.
• ai-log-diagnostics: AI-powered diagnosis of pod logs and events.
• yaml-translator: Automatic translation and interpretation of YAML attributes.
• cluster-inspection: Scheduled cluster health checks with AI-generated summaries.
• mcp-bridge: Exposes 49+ built-in K8s MCP tools for external LLM orchestration.

Installation

Add the following to your claude_desktop_config.json:

{
  "mcpServers": {
    "k8m": {
      "command": "./k8m",
      "args": []
    }
  }
}

(Note: Requires k8m binary or Docker deployment)

Supported hosts

• Claude Desktop
• Ollama
• ChatGPT