Fulfill Engine MCP capabilities

Fulfill Engine MCP tool registry — current reference

These are the Fulfill Engine tools visible to the connected AI. Checkmarks indicate what each tool is designed to do, not the permissions granted to an individual user.

Tool capabilities

What can you do with the Fulfill Engine MCP?

Sales & revenue

Ask: “How many physical items did our sales portal sell between two dates?”
Tools: count_sales_portal_order_items
Support: Direct; approximate indexed count, not distinct orders

Ask: “How many orders did our sales portal receive during a specific campaign?”
Tools: count_sales_portal_orders
Support: Direct; approximate count

Ask: “What revenue and estimated profit did our sales portal generate last week?”
Tools: search_sales_portal_orders
Support: Derived / estimate; limited by available financial fields and access

Orders & customers

Ask: “Show an account's orders placed this week.”
Tools: search_account_orders
Support: Direct; paginated search

Ask: “Which orders have not yet been fulfilled?”
Tools: search_account_orders
Support: Direct with fulfillment status filters

Ask: “Which products and sizes are selling most for a campaign?”
Tools: search_account_order_items
Support: Derived; aggregate item rows

Warehouse operations

Ask: “How many individual warehouse order items are still in production?”
Tools: count_warehouse_order_items
Support: Direct; approximate indexed count and status definition

Ask: “Which shipments are awaiting a shipping label?”
Tools: search_warehouse_shipments
Support: Direct when appropriate status filters are available

Ask: “Estimate how many shipments missed their ship-by SLA last week.”
Tools: search_warehouse_shipments
Support: Potential / needs verification; requires explicit SLA policy, target and event timestamps, exclusions, and late-unshipped handling

Ask: “Find a shipment using its tracking number.”
Tools: search_warehouse_shipments
Support: Direct with matching tracking-number filter

Catalog & access

Ask: “What catalog styles can my warehouse decorate with embroidery?”
Tools: search_warehouse_catalog_products
Support: Direct; filter by eligible printing method

Ask: “Which accounts and warehouses can I access?”
Tools: list_accounts, list_warehouses
Support: Direct; results are scoped by connection permissions

Ask: “What products are included in this campaign?”
Tools: list_campaign_products
Support: Direct; campaign access required

Ask: “How many products are available in this account or campaign catalog?”
Tools: count_catalog_products
Support: Direct; approximate search-index count.

Ask: “Which colors, sizes, printing methods and print locations can I choose for a campaign product?”
Tools: search_catalog_products, get_catalog_product
Support: Direct; use the returned product ID with the same account and campaign.

Ask: “Show my campaign's uploaded artwork and preview a larger version of one image.”
Tools: list_campaign_artwork, get_campaign_artwork_image
Support: Direct when image previews are supported by the AI client.

Ask: “Which catalog products are available to this sales portal, and how many are there?”
Tools: search_sales_portal_catalog_products, count_sales_portal_catalog_products Support: Direct; search-index results can lag catalog changes.

Ask: “How many shipments did this sales portal have last week, and which are still outstanding?”
Tools: count_sales_portal_shipments, search_sales_portal_shipments
Support: Direct with appropriate time/status filters; shipment count is not item quantity.
Audit notes