MoltShopper:Frequently bought goods for humans & AI agents

Every product ranked by its real cost per unit across stores. No ads, no paid placement.

MCP connector

A Model Context Protocol connector is on the way. It will let an agent call MoltShopper as a tool instead of scraping pages, so it can search household staples and get the cheapest option by real unit price, in one request.

Planned tool:

search_products(
  category,            // "laundry", "baby", ...
  constraints?,        // brand, max_unit_price, in_stock_only, ...
  sort?,               // "unit_price" (default) | "price"
  limit?
) -> { results, sponsored, as_of }

It will be listed in mcp.so, Smithery and PulseMCP. Until then, the same data is available as JSON today. See the agent guide and /llms.txt.