OKstays

Use this when the user is choosing between 2-4 specific hotels. Returns each hotel's Comfort Score breakdown, price, strengths and complaints, the signals where they differ most, and a verdict: best comfort, cheapest, best value. Hotel ids come from search_hotels (hotel_name finds a hotel the user names). Read-only, no sign-in.

Use this when the user likes a hotel but wants alternatives, e.g. 'like this one but cheaper' (cheaper_only). Returns hotels in the same destination with the closest comfort profile, none with repeated complaints about cleanliness, beds, showers, bugs or safety, with the price difference. Read-only, no sign-in.

Use this when the user is still choosing a destination or an area to stay in. Returns how many hotels we score, the average Comfort Score, median price, where its hotels beat and trail the average hotel, the best neighbourhoods with their top hotel, which travel styles it suits, the city tax at a 4-star hotel, when to go (pleasant, cool-night and quiet months, typical weather by month) and, where we have a guide, where to stay: the area for a first visit, quiet nights, nightlife, families and value, with each area's price, comfort, street noise and bars. A request for hotels (e.g. 'quiet hotels in Bangkok') is search_hotels' job. Read-only, no sign-in.

Use this to look up the comfort signals and travel styles that search_hotels accepts, when the user's wish doesn't map clearly to one. Returns every filter (id, name, description, category, whether it's a must-have) and every travel style. Plain names also work in search_hotels tags ('quiet', 'wifi'). Read-only, no sign-in.

Use this when the user asks about one hotel: why it scores as it does, or whether it's quiet, clean or good for sleep or work. Returns the Comfort Score breakdown, what the scores rest on, the five must-haves, its strengths and complaints with the reason behind each score, price, the city tax where we know it and its okstays.com link. Pass focus with what the user asked about; detail='full' adds every scored signal (about four times longer). Read-only, no sign-in.

Use this when the user asks which destinations OKstays covers, or before planning a trip through a country. Returns every destination we score with its country, slug and number of hotels; pass country to list one country only. Read-only, no sign-in.

Use this when the user plans a trip with several stops. Returns hotels for each stay in travel order (e.g. Lisbon 4 nights, Porto 3, Madrid 5): the best match for each stop by the OKstays Comfort Score (or the travel style's score), alternatives, the stay dates and an indicative total. Each hotel link opens its OKstays page with the stop's dates, so its Book Now button books those nights. Agree the stops and nights with the user first; list_cities shows which destinations of a country we cover. Read-only, no sign-in.

Use this when the user wants hotels in a destination (e.g. 'quiet hotels in Bangkok under $150'), or asks about a hotel by name (hotel_name). Returns up to 10 hotels per page, ranked by the OKstays Comfort Score (0-10 from what guests report: Comfort & Essentials 60%, the five must-haves (cleanliness, beds, shower, bugs and safety) 30% and sleep and room 30%; Perks & Facilities 15%; Service & Hospitality 15%; Location & Access 10%; repeated complaints about cleanliness, beds, showers or bugs keep a hotel out; feeling unsafe in the area shows as a complaint; a high score from few reviews leans toward the destination's typical score until more guests review the place) or by a travel style's score (half the Comfort Score, half how well it fits the style), highest first (ties go to the hotel more guests reviewed), each with strengths, complaints, indicative price and its okstays.com link. Filters: travel style, signals the hotel must score 8+ on, price, minimum score, neighbourhood, distance from a point, and the kind of stay: property_type hotels (default), apartments, hostels or any (the long-stays persona defaults to any). Pass the user's dates and guests when known. Places to stay only, not flights or car hire. Read-only, no sign-in.