Open WebUI Kubernetes Integration
TL;DR
Chat with your Kubernetes cluster using natural language!
This project connects OpenWebUI to Kubernetes, letting you manage your cluster through conversational AI. Ask questions like "What pods are running?" or "Scale my deployment to 5 replicas" and get instant results.
Table of Contents
- TL;DR
- Quick Start
- Configure Open-WebUI
- Step 1: Access Open-WebUI
- Step 2: Add the MCP Bridge Tool Server
- Step 3: Add Connections to Models
- Step 4: Verify Tool Integration
- Step 5: Test the Integration
- Troubleshooting Configuration
- Architecture Overview
- Architecture Diagram
- Data Flow
- Network Architecture
- Repository Structure
- Components
- 1. Open WebUI
- 2. Ollama
- 3. MCP-Bridge
- 4. Kubernetes Cluster
- Usage
Quick Start
One-command setup:
./install.shComponentes installed:
- Kind (Kubernetes in Docker)
- Open Web UI
- Ollama
- MCP bridge
After successful installation, you'll see: ✅ Docker Compose startup complete!
Services available at:
- Open WebUI: http://localhost:3000
- MCP Bridge: http://localhost:9000
- Ollama API: http://localhost:11434
