AI agent workflows
Pre-built patterns for connecting MCP tools into reliable automations.
Catalog audit agent
| Step | Tool |
|---|---|
| Find weak SKUs | find_products_needing_enrichment |
| Deep dive | analyze_product_completeness |
| Assign work | create_task |
| Notify humans | get_my_tasks (for leads) |
Prompt: “Audit Footwear for completeness < 75%. Create a task per product with a summary of missing groups.”
Publish agent
| Step | Tool |
|---|---|
| List channels | list_connections |
| Select SKUs | search_products |
| Publish | quick_publish or create_export_job |
| Verify | get_export_job_items |
Prompt: “Publish product IDs […] to connection shopify-main. Report failures only.”
Content agent
| Step | Tool |
|---|---|
| Read context | get_product, get_product_attributes |
| Write draft | set_product_attribute |
| Check gate | get_product_completeness |
Always require human approval before setting update_product_status to active in regulated catalogs.
Quality & publish agent
Analyze completeness → flag gaps → create export jobs when thresholds pass (see publish workflow).