MRI price transparency directory — cash and insurance prices by facility and scan type.
Scored across 11 tools
Each tool maps to a distinct resource+action pair, but the surface uses two vocabularies for the same entity: 'listing' in get_listing/search_listings versus 'hospital' in list_categories/list_places/descriptions, which could momentarily confuse an agent. list_categories vs list_product_categories are also close in name, though their descriptions cleanly separate hospital taxonomy from product taxonomy.
Every tool follows the same snake_case verb_noun convention (get_course, list_products, search_listings), with the verb accurately signalling single-item retrieval versus enumeration versus search. No mixed casing or vague verbs anywhere in the set.
Eleven tools is well within a healthy range and each one earns its place: three per-resource getters plus list/search pairs for hospitals, courses, products, plus supporting stats and sources. Nothing appears redundant or padded.
The read-only surface covers all four data domains (hospitals, courses, products, stats/sources) with both detail and list endpoints, plus text/place/category search for the primary resource. Minor gaps: no detail lookup for a place or category, and search exists only for listings, so agents must filter products/courses client-side.
Get one published academy course by its slug, with its objectives, lessons and FAQ. Exam questions and answers are never returned.
Inputs: slug (required).
Get one published hospital by its slug.
Inputs: slug (required).
Get one affiliate product by its slug, with its page and outbound link.
Inputs: slug (required).
Get the number of published hospitals, places and categories, and when the data last changed.
Inputs: no named parameters.
List categories with their hospital counts.
Inputs: no named parameters.
List the published academy courses with their level, length, pass mark and certificate validity.
Inputs: level, limit.
List countries, regions and cities that have hospitals.
Inputs: no named parameters.
List the product categories with their product counts.
Inputs: no named parameters.
List the affiliate products, with the price each had on the day it was checked. Filter by product category.
Inputs: category.
List where the hospital data comes from, with the license and refresh of each source.
Inputs: no named parameters.
Search published hospitals by text, place and category.
Inputs: q, city, sort, limit, +4 more.
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