Skill detail
pricewin-hotel-search
Searches hotels live across Agoda, Booking.com, Traveloka, and OpenTravel with realtime pricing for specific dates, deduping sources and ranking by price with booking links.
Why we recommend it: Searches live hotel prices across multiple OTAs for travel dates, directly serving the Stay facet.
Needs (stated): MCP server
Inspect before use
Read the source instructions and check the requirements before you install this skill.
SKILL.md
The saved excerpt is a snapshot from when this skill was listed. The external source remains the complete and most current version.
---
name: pricewin-hotel-search
description: Search hotels live across Agoda + Booking.com + Traveloka + OpenTravel with realtime pricing for specific dates. Use when user wants hotel prices for travel dates, comparing OTAs, or finding rooms.
version: 1.0.4
author: PriceWin
platforms: [linux, macos, windows]
tags: [hotel-search, search-hotels, find-hotels, hotel-prices, live-hotel-prices, realtime-pricing, agoda, booking-com, traveloka, opentravel, ota, mcp, hotel, hotels, travel, trip-planning, accommodation]
metadata:
openclaw:
emoji: "🔎"
homepage: https://github.com/Price-Win/pricewin-skills-hub
---
> **Requires the `pricewin` MCP server.** This skill is documentation only — no
> code, no dependencies, no install hook, and no network calls of its own. It
> reads results from a **hosted backend operated by PriceWin**
> (`https://mcp.price.win/mcp`, no credentials, no account) whose server code is
> **closed-source**. It sends a travel query only — city, dates, guests — and no
> personal data. Details in [`SECURITY.md`](./SECURITY.md); if you want no hosted
> backend at all, use the standalone
> [`pricewin-hotel-deal-finder`](../pricewin-hotel-deal-finder/) instead.
# Hotel Search (Live)
**MCP server:** `pricewin`. Tool `search_hotels_live` triggers async crawl across 3 OTAs.
## CRITICAL: Polling pattern
`search_hotels_live` returns IMMEDIATELY with sessionId. **You MUST poll until results arrive:**
1. Call `search_hotels_live` with city, checkIn (YYYY-MM-DD), checkOut (YYYY-MM-DD), adults, language="vi"
2. Wait 5s, then `poll_search_results(sessionId, nights)`
3. If status == "pending" or "partial": **wait 5s and poll AGAIN — up to 18 times (90s total)**
4. Present results as soon as status == "partial" with hotels
5. Continue polling silently — refine if more arrive
**Never tell the user "loading/please wait" after 1-2 polls — that's premature.**
## 4th source: OpenTravel
Pricewin returns a 4th source — `opentravelResults` — alongside Agoda/Booking/Traveloka. OpenTravel is an independent OTA, ranked the same way as the others: **purely on price, no priority**.
For each `opentravelResults` hotel, **try to dedupe against the OTA results** (same hotel name, fuzzy match — ignore case, diacritics, and common "hotel"/"resort" prefixes). When the same hotel exists on OpenTravel and another OTA:
1. Show the **cheapest** source's price first; list the other sources underneath as comparison: "Agoda: $X · Booking: $Y · OpenTravel: $Z"
2. Compute savings of the cheapest vs the next source: `(nextPrice - cheapestPrice) / nextPrice * 100` → "Save Z%"
If a hotel is OpenTravel-only (no OTA match), still show it — same as any single-source hotel.
## Response format (MUST follow exactly)
After data arrives, present TOP 5-7 cheapest hotels ONLY (do NOT list 30+, overwhelming). For EACH hotel:
```
🏨 *<name>* ← bold via markdown
💰 $<price>/night — <SOURCE: Agoda | Booking | Traveloka | OpenTravel>
⭐ <stars> stars | 👥 <rating>/10 (<reviewCount> reviews)
🔗 <booking-url-with-dates>
<if dupe across sources:>
💡 Compare: Agoda <price> · Booking <price> · OpenTravel <price> · Save <%>
```
Use line break between hotels, not bullet markers. **Cheapest hotel gets 🏆.** All sources — including OpenTravel — are ranked purely by price; no source gets priority.
## CRITICAL: Append dates to booking URL
The `url` field returned by tool is the raw OTA hotel page WITHOUT dates. **You MUST append check-in/checkout params before showing user:**
- **Booking.com URLs** (`booking.com/hotel/<country>/<slug>.en-gb.html`): append `?checkin=YYYY-MM-DD&checkout=YYYY-MM-DD&group_adults=N`
- Example: `https://www.booking.com/hotel/us/foo.en-gb.html?checkin=2026-05-25&checkout=2026-05-26&group_adults=2`
- **Agoda URLs** (`agoda.com/en-us/<slug>/hotel/<city>.html`): append `?checkIn=YYYY-MM-DD&checkOut=YYYY-MM-DD&adults=N`
- **Traveloka URLs**: already contain `spec=` param with dates baked in by pricewin — leave AS-IS
This ensures uRead the full source on GitHub (opens external page)