OKstays
Hotels ranked by real comfort, not commission: search 30,000+ hotels by quiet, beds, WiFi and more
| Endpoint | https://okstays.com/api/mcp (streamable-http) |
|---|---|
| Registry version | 2.2.0 |
| Now | 7 tools · grade A (96) · pin ts_6ad885f1b0e18e0fe0a90c3320862466 · protocol 2025-06-18 |
| First / last listed | 2026-10-28 07:29 UTC / 2026-10-28 07:29 UTC |
| Grade over time | 2026-10-28: A (96), 7 tools |
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Tools: search_hotels get_hotel list_cities get_filters compare_hotels find_similar_hotels get_city_overview
search_hotels | Rank hotels in a city by the OKstays Comfort Score (AI scores on the comfort filters; cleanliness, beds, shower, bugs and safety count 40%). Only hotels that pass all five must-haves are returned. Optionally rank for a travel style (persona) and/or require specific strengths. Returns up to 10 hotels with strengths, caveats, price and links. params: location*, persona, tags, min_score, max_price, district, near_lat, near_lng, radius_km, sort_by |
get_hotel | Full details for one hotel: Comfort Score breakdown, every filter score with its explanation, caveats, price and links. params: hotel_id* |
list_cities | Destinations covered, with hotel counts. Optionally only those in one country. params: country |
get_filters | All comfort filters (ids, names, descriptions, categories) usable in search_hotels, plus the travel styles (personas). params: none |
compare_hotels | Compare 2-4 hotels side by side: Comfort Score breakdown, price, strengths, caveats, the filters where they differ most, and a verdict (best comfort, cheapest, best value). params: hotel_ids* |
find_similar_hotels | Hotels in the same city with the comfort profile closest to a given hotel (similar scores across the comfort filters). Use cheaper_only for 'like this one but cheaper'. params: hotel_id*, cheaper_only, max_price, limit |
get_city_overview | Snapshot of a destination: hotel counts, average Comfort Score, median price, where its hotels beat and trail the average hotel, the best neighbourhoods, and which travel styles it suits. Use it when the user is choosing a destination or an area; for a request for hotels (e.g. 'quiet hotels in Bangkok'), call search_hotels directly. params: location* |
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