Manage WooCommerce Store with Natural Language using GPT-4.1 and MCP Server

WooCommerce AI Agent — n8n Workflow (Overview)

Description: Turn your WooCommerce store into a conversational AI assistant — create products, place orders, run reports and manage coupons using natural language via n8n + an MCP Server.

Key features Natural-language commands mapped to WooCommerce actions (products, orders, reports, coupons).
Structured JSON outputs + lightweight mapping to avoid schema errors.
Calls routed through your MCP Server for secure, auditable tool execution.
Minimal user prompts — agent auto-fetches context and asks only when necessary.
Extensible: add new tools or customize prompts/mappings easily.

Demo of the workflow:

Youtube Video

🚀 Setup Guide: WooCommerce + AI Agent Workflow in n8n

1. Prerequisites Running n8n instance
   WooCommerce store with REST API keys
   OpenAI API key
   MCP server (production URL)

2. Import Workflow Open n8n dashboard
   Go to Workflows → Import
   Upload/paste the workflow JSON
   Save as WooCommerce AI Agent

3. Configure Credentials

OpenAI Create new credential → OpenAI API
Add your API key → Save & test

WooCommerce Create new credential → WooCommerce API
Enter Base URL, Consumer Key & Secret → Save & test

MCP Client In MCP Client node, set Server URL to your MCP server production URL
Add authentication if required

4. Test Workflow Open workflow in editor
   Run a sample request (e.g., create a test product)
   Verify product appears in WooCommerce

5. Activate Workflow Once tested, click Activate in n8n
   Workflow is now live 🎉

6. Troubleshooting Schema errors** → Ensure fields match WooCommerce node requirements
   Connection issues** → Re-check credentials and MCP URL