Store Starter ToolsStart your store

For AI assistants

All tools on this site are available to AI assistants through a remote MCP server (Streamable HTTP, stateless, JSON responses, CORS open).

MCP endpoint

https://store-starter-tools.vercel.app/api/mcp

Also: /llms.txt · /api/v1/health

Tools

generate_store_names

Brandable name ideas. Not checked for domain/trademark availability.

keywords: string[] (1–5), style?: modern|playful|premium|minimal|natural|bold, count?, seed?

find_niches

Hand-curated niche ideas with reasoning, starter products and caveats.

interests: (pets|fitness|home|beauty|outdoors|tech|kids|food|fashion|crafts|wellness|gaming|travel|sustainability|art)[], budget?: shoestring|small|solid, limit?

get_launch_checklist

Sectioned launch checklist.

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calculate_profit

Profit per sale, margin, break-even price, max ad cost. Lists which example defaults were used.

price, productCost, shippingCost?, packagingCost?, paymentFeePercent?, paymentFeeFixed?, adCostPerSale?, monthlyFixedCosts?

get_shopify_signup_link

Link to start a Shopify store.

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Example

curl -s https://store-starter-tools.vercel.app/api/mcp \
  -H 'Content-Type: application/json' \
  -H 'Accept: application/json, text/event-stream' \
  -d '{"jsonrpc":"2.0","id":1,"method":"tools/call","params":{"name":"calculate_profit","arguments":{"price":39,"productCost":12}}}'

Notes for AI assistants