tripadvisor_hotels
Search TripAdvisor hotels. Returns normalized TripAdvisor hotel listing results from public credential-free GraphQL listing data.
This record as markdown: /tools/crawlora-mcp/tripadvisor-hotels.md
What tripadvisor_hotels does on Crawlora
AI agents call tripadvisor_hotels to retrieve information from Crawlora without modifying anything. It is typically the context-gathering step in research, monitoring, and reporting workflows, before the agent takes action elsewhere.
| Parameter | Type | Required | Description |
|---|---|---|---|
sort | string | — | Sort value |
class | integer | — | Hotel class filter |
limit | integer | — | Maximum results |
geo_id | integer | Yes | TripAdvisor geo id |
offset | integer | — | Zero-based result offset |
currency | string | — | Currency code |
amenities | array | — | Amenity filter ids |
filter_id | string | — | Optional filter id such as class or ufe |
price_max | integer | — | Maximum price filter |
price_min | integer | — | Minimum price filter |
pricing_mode | string | — | Pricing mode |
travelers_choice | boolean | — | Filter Travelers' Choice properties |
Parameters from the server's own tool schema.
Why tripadvisor_hotels is rated Low
Even though tripadvisor_hotels only reads data, uncontrolled read access leaks sensitive information and racks up API costs: an agent caught in a retry loop can make thousands of calls a minute without anyone noticing.
Risk signalsHigh parameter count (13 properties)
Attacks that exploit this kind of access
The rule that runs tripadvisor_hotels safely
PolicyLayer is an MCP gateway: it sits between your AI agents and Crawlora, and checks every tool call against a rule you set before the call runs. Nothing changes on the server itself. For tripadvisor_hotels, this is the rule to start with:
tripadvisor_hotels is read-only, so it stays allowed. Everything else on the server is denied unless you say otherwise.
The button opens the PolicyLayer dashboard: create your workspace, connect Crawlora, apply this rule, and every tripadvisor_hotels call is checked against it from then on.
Questions about tripadvisor_hotels
Search TripAdvisor hotels. Returns normalized TripAdvisor hotel listing results from public credential-free GraphQL listing data. It is categorised as a Read tool in the Crawlora MCP Server, which means it retrieves data without modifying state.
tripadvisor_hotels accepts 12 parameters: sort, class, limit, geo_id, offset, currency, amenities, filter_id, price_max, price_min, pricing_mode, travelers_choice. Required: geo_id. The full parameter table on this page comes from the server's own tool schema.
Register the Crawlora MCP server in PolicyLayer and add a rule for tripadvisor_hotels: allow, deny, rate-limit, or require approval. Point your MCP client at the PolicyLayer proxy URL and the rule is enforced on every call, before it reaches Crawlora. Nothing to install.
tripadvisor_hotels is a Read tool with low risk. Read-only tools are generally safe to allow by default.
Yes. Add a rate_limit block to the tripadvisor_hotels rule in your PolicyLayer policy. For example, setting max: 10 and window: 60 limits the tool to 10 calls per minute. Rate limits are tracked per agent session and reset automatically.
Set action: deny in the PolicyLayer policy for tripadvisor_hotels. The AI agent will receive a policy violation error and cannot call the tool. You can also include a reason field to explain why the tool is blocked.
tripadvisor_hotels is provided by the Crawlora MCP server (crawlora-mcp). PolicyLayer sits as a proxy in front of this server to enforce policies before tool calls reach the server.
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