Dough MCP examples

Build real products from AI chat.

Starter prompts for deliberate, approval-first workflows using Dough’s live public tools.

State-aware workflows

built from Dough’s documented public tools

Every example names the exact tools it expects, and each one is generally available. Check the reference before automating a workflow.

Explore and create a product

Turn a specific product brief into drafts, refine one, and create the selected product in your Dough account.

generate_productsedit_productcreate_productget_product_status

Starter prompt

Use Dough to explore a shelf-stable snack for night-shift workers. Generate product drafts, and run a catalog-only pass first so I can see what needs no custom R&D. Explain which drafts are in catalog and which are custom. Do not create anything until I choose a draft. After I choose, create it in pre-order mode and check its status until it is ready.

Before you approve actions

The assistant waits for your draft selection
Catalog and custom paths are labeled separately
Creation is retried safely with the selected draft id

Price and validate a launch

Review per-order economics, set a viable price, configure a launch goal, and return a direct checkout link.

get_productget_price_breakdownset_product_priceset_launch_goalget_buy_link

Starter prompt

Use Dough to review the economics for my product. Show the current product cost, fees, shipping treatment, and potential profit before changing anything. Recommend a price range, but ask me to approve the exact price. Then set a pre-order goal using the quantity and deadline I provide and show the progress on the storefront. Before calling get_buy_link, inspect whether selling is already active. If that call would approve or activate the launch, explain the change and ask for my approval. Then return the buy link.

Before you approve actions

The current economics are read before the price changes
The exact selling price and launch goal require your approval
Any selling activation through the buy-link call requires separate approval
The returned link opens secure checkout rather than an iframe inside chat

Publish a standalone storefront

Publish a vanity dough.do storefront only after the product is ready and the requested subdomain is confirmed.

list_my_productsget_productget_product_statuscreate_website

Starter prompt

Use Dough to list my products and let me choose one. Check that the selected product is ready, show me its current name and price, and ask which subdomain I want. After I confirm, publish its dedicated dough.do website and return the public URL. Do not archive, rename, or change the price.

Before you approve actions

Publishing a dedicated website requires an active subscription
The assistant confirms the product and subdomain first
A buy link may be enough if you do not need a vanity storefront

Generate a product content set

Create product photography and a short video from an existing Dough product, with prompts grounded in its actual details.

get_productlist_product_photoslist_product_videosgenerate_product_photosgenerate_product_video

Starter prompt

Use Dough to inspect my selected product and list its existing photos and videos. Propose one studio-photo direction and one short product-video direction based only on the product details you retrieve. Ask me to approve both prompts. After approval, generate two photos and one video. The video call returns a video ID, so poll list_product_videos until that ID is ready before listing the resulting playable media.

Before you approve actions

Prompts are grounded in the product returned by Dough
Generation consumes account tokens
The assistant asks before starting the generation calls