MCP servermakeup.pro/mcp

Use AFTER successfully referring a user to a listing, or when the user signals data quality (wrong phone, closed). Mirrors /api/listing-events vocabulary. Allowed event_types: bad_

Use when you already hold a Business id (nanoid) — typically because you stored it from a prior tool call or webhook. Returns the same full profile shape as get_business_by_slug.

Use when the user contacted a business by phone and you only have the phone number. Returns the listing when exactly one matches; signals `ambiguous: true` when multiple do (call p

Use when you have a pro.makeup URL or slug and want the full structured profile. The slug is the trailing path segment of `https://pro.makeup/{category}/{country}/{city}/{slug}`. R

Use when the user wants a sense of what is on pro.makeup right now — totals plus a sample of recently added listings with avatars. Cheap; safe to call to "warm up" before a more sp

Use when the user asks about makeup schools, programs, or specific qualifications (e.g. MUAQS). Returns school listings filterable by country, city, and certification offered.

Use when the user wants verified pros within a radius of a known point. Example: "Makeup artists doing bridal within 10km of these coordinates". Inputs are WGS-84 lat/lon; radius d

Use when the user asks "find a makeup [category] in [city] who does [service]". Returns ranked, verified-by-default listings. Example: "Find a bridal makeup artist in Tel Aviv". Ea