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Conversational Kubernetes Management with GPT-4o and MCP Integration

Created by

Reza Gholizade

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Last update 5 days ago

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This n8n workflow template uses community nodes and is only compatible with the self-hosted version of n8n.

Conversational Kubernetes Management with GPT-4o and MCP Integration

This workflow enables you to manage Kubernetes clusters conversationally using OpenAI’s GPT-4o and a secure MCP (Model Context Protocol) server. It transforms natural language queries into actionable Kubernetes commands via a lightweight MCP API gateway — perfect for developers and platform engineers seeking to simplify cluster interaction.


🚀 Setup Instructions

  1. Import the Workflow
    Upload this template to your n8n instance.

  2. Configure Required Credentials

    • OpenAI API Key: Add your GPT-4o API key in the credentials.
    • MCP Client Node: Set the URL and auth for your MCP server.
  3. Test Kubernetes Access
    Ensure your MCP server is correctly configured and has access to the target Kubernetes cluster.


🧩 Prerequisites

  • n8n version 0.240.0 or later
  • Access to GPT-4o via OpenAI
  • A running MCP server
  • Kubernetes cluster credentials configured in your MCP backend

⚠️ Community Nodes Disclaimer

This workflow uses custom community nodes (e.g., MCP Client).
Make sure to review and trust these nodes before running in production.


🛠️ How It Works

  • A webhook or chat input triggers the conversation.
  • GPT-4o interprets the message and generates structured Kubernetes queries.
  • MCP Client securely sends requests to your cluster.
  • The result is returned and formatted for easy reading.

🔧 Customization Tips

  • Tweak the GPT-4o prompt to match your tone or technical level.
  • Extend MCP endpoints to support new Kubernetes actions.
  • Add alerting or monitoring integrations (e.g., Slack, Prometheus).

🖼️ Template Screenshot

Screenshot 14040231 at 17.27.03.png

🧠 Example Prompts

Show me all pods in the default namespace.
Get logs for nginx pod in kube-system.
List all deployments in staging.

📎 Additional Resources


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