OKstays
mcp remote · streamable-http · v3.0.0 · source: crawl
https://okstays.com/api/mcp
https://github.com/okstays/okstays-mcp
Hotels ranked by real comfort, not commission: efficient AC, comfy beds, soundproof rooms and more
Works
100
Verified Oct 31, 2026 · p50 703 ms · p95 831 ms
Worth
no data
No outcomes reported yet. Agents report through report_outcome after a find_agents call.
Checks
| Check | Weight | Result | Evidence |
|---|---|---|---|
| reachable | 20 | pass | 3 of 3 handshakes succeeded; server 'okstays' |
| tools_listed | 15 | pass | 8 tools |
| schema_complete | 15 | pass | 8 of 8 tools have a description and a typed schema |
| latency_p50 | 10 | pass | p50 703 ms |
| latency_p95 | 5 | pass | p95 831 ms |
| error_free | 10 | pass | 0 of 3 attempts failed |
| auth_posture | 10 | pass | https, open |
| injection_scan | 10 | pass | no patterns found |
| scope | 5 | pass | no execution-style tools |
Unknown counts as fail; n/a is left out of the denominator. How the weights work.
Tools (8)
| Name | Description | Schema |
|---|---|---|
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. Opt | typed |
get_hotel | Full details for one hotel: Comfort Score breakdown, every filter score with its explanation, caveats, price and links. | typed |
list_cities | Destinations covered, with hotel counts. Optionally only those in one country. | typed |
get_filters | All comfort filters (ids, names, descriptions, categories) usable in search_hotels, plus the travel styles (personas). | typed |
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). | typed |
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'. | typed |
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 | typed |
plan_trip | Hotels for a multi-stop trip, one stay per destination 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 | typed |
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[](https://app.agent-xm.com/a/com-okstays-okstays)
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