airbnb_search
Search Airbnb stays. Returns normalized Airbnb public web search results.
This record as markdown: /tools/crawlora-mcp/airbnb-search.md
What airbnb_search does on Crawlora
AI agents call airbnb_search 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 |
|---|---|---|---|
page | integer | — | 1-based page |
zoom | integer | — | Map zoom for bounded map search |
adults | integer | — | Adult guests |
ne_lat | number | — | Northeast latitude for bounded map search |
ne_lng | number | — | Northeast longitude for bounded map search |
sw_lat | number | — | Southwest latitude for bounded map search |
sw_lng | number | — | Southwest longitude for bounded map search |
check_in | string | — | Check-in date |
currency | string | — | Currency for bounded map search |
location | string | Yes | Location |
check_out | string | — | Check-out date |
Parameters from the server's own tool schema.
Why airbnb_search is rated Low
Even though airbnb_search 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 (11 properties)
Attacks that exploit this kind of access
The rule that runs airbnb_search 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 airbnb_search, this is the rule to start with:
airbnb_search 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 airbnb_search call is checked against it from then on.
Questions about airbnb_search
Search Airbnb stays. Returns normalized Airbnb public web search results. It is categorised as a Read tool in the Crawlora MCP Server, which means it retrieves data without modifying state.
airbnb_search accepts 11 parameters: page, zoom, adults, ne_lat, ne_lng, sw_lat, sw_lng, check_in, currency, location, check_out. Required: location. 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 airbnb_search: 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.
airbnb_search 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 airbnb_search 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 airbnb_search. 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.
airbnb_search 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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