MCP App Store
by KeenEthics

Overview

BookYolo is an AI-powered travel tool designed to help you inspect the quality of hotels and vacation rentals before you book them. The platform analyzes public listing information and guest feedback to surface fatal flaws, hidden red flags, review patterns, overselling and marketing techniques, fee surprises and expectation gaps that travelers often miss. BookYolo goes beyond ratings and surface level reviews by running a deep analysis of each property through a 100-point inspection. Many properties appear highly rated online, yet travelers still run into unexpected issues on arrival. Reviews are often influenced by politeness bias, where guests soften criticism or focus on positives. At the same time, unhappy guests do not always leave reviews at all, which further skews the overall picture. Add to that the sheer volume of reviews, often hundreds per listing, and it becomes unrealistic for travelers to read and interpret everything themselves.

Tools

bookyolo_find_properties

ChatGPT
Find indexed properties by name. Optional city_country narrows results to a destination. Returns matching titles, locations, and listing references without exposing source-platform names.

bookyolo_get_account

ChatGPT
Return the connected user's subscription plan and remaining scan balance.

bookyolo_get_profile

ChatGPT
Return the stable profile represented by the connected BookYolo account.

bookyolo_inspect_property

ChatGPT
Retrieve BookYolo inspection data for a listing_ref from BookYolo search, or for a user-supplied listing_url. Existing backend caching and credit rules apply; force_rescan requests a backend-approved refresh.

bookyolo_get_account

Claude

bookyolo_scan_property

Claude

bookyolo_search_properties

Claude

Capabilities

WritesInteractive

Example Prompts

Click any prompt to copy it.

App Stats

7

Tools

3

Prompts

ChatGPT, Claude

Platforms

Works with

ChatGPT
Claude

Data refreshed daily