peptideclinic

Each tool targets a distinct resource (course, listing/provider, product, stats, places, sources), and the get/list/search split is clear. The only real confusion point is list_categories (provider categories) versus list_product_categories (product categories), which descriptions disambiguate but names alone do not.

Almost all tools follow a clean verb_noun pattern (get_course, list_products, list_sources). Minor deviations: get_listing is singular while search_listings is plural, and search_listings uses a different verb class than the get/list family, but the overall convention is predictable.

Eleven tools is well within the sweet spot and each one maps to a concrete facet of the data (two parallel catalogs plus stats and sources). No tool feels redundant or padded.

The read surface covers lists and single-item gets for courses, listings and products, plus search, but places, categories and sources are list-only with no get-by-slug counterpart, forcing agents to scan lists. No pagination or filtering is exposed beyond products and search, which are notable gaps for a directory of this size.