Observed arrival · 2026-09-18
Market Category Booster, one taxonomy level at a time
A pay-per-call API and MCP server that turns product descriptions into complete marketplace taxonomy paths.
○Open
⊠Login
$Paid
†Ads
✦Pretty
●Pro
◎Niche
◉Human
⚑Risk
ƒJS
- For
- Marketplace developers and autonomous shopping agents
- Worth noticing
- Each descent step is separately metered, with a 14,000-token request budget and a reported $0.048 per-call price.
Field notes
The service models categorization as repeated choices among the children of one marketplace node, rather than asking a model to classify against an entire tree at once. Its example spends 1,233 of a 14,000-token budget across four levels, while the response preserves each store category ID. The homepage also documents an x402 exchange in which a caller learns the price from a 402 response and retries with signed payment metadata.
Observed signals
Read the marks
Editorial observations of this landing page, not a rating.
○OpenPublic substance visible
$PaidCommerce or pricing visible
✦PrettyNotable craft visible
●ProPolished or operationally mature
◎NicheUnusually specific use
One card from the complete issue