Propify is the AI-powered real estate platform for Riviera Maya, Mexico. Search and match properties in Tulum, Playa del Carmen, Cancún, and Bacalar using semantic AI matching (Gemini embeddings + cosine similarity). **8 tools available:** - `search_properties` — filter by zone, price, bedrooms, sale/rental - `find_matching_properties` — AI match by budget + intent (investment/vacation/primary) - `get_property_details` — full listing with AI story, valuation, ROI estimate - `get_zone_market_stats` — live inventory + rental yields + appreciation rates - `get_market_overview` — full Riviera Maya market report (no input required) - `list_verified_notaries` — verified notarios for closing in Riviera Maya - `get_transaction_status` — pipeline tracker (match → escrow → notary → closed) - `get_broker_profile` — Propify Agent profiles No API key required. Data sourced from Propify + NAR + TheLatinvestor 2025.