scrape_airbnb

Scrape Airbnb listings (price, rating, host, amenities). Use for travel and STR-investor agents. Example call: {"listing_or_query": "12345678"} Cost: $0.005–$0.05 USDC on Base per call.

SERVERGoCreative Agent API SOURCEhttps://api.gocreativeai.com/mcp

Low RISK CLASS

Category Read

Parameters 11 required

Recommended Allowedsee the rule below

Registry record Grade D, identity unverified Pull the record →

This record as markdown: /tools/io-github-colinhughes2121-gocreative-agent-api/scrape-airbnb.md

WHAT IT DOES

What scrape_airbnb does on GoCreative Agent API

AI agents call scrape_airbnb to retrieve information from GoCreative Agent API 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
`listing_or_query`	string	Yes

Parameters from the server's own tool schema.

RISK

Why scrape_airbnb is rated Low

This tool retrieves and aggregates publicly available Airbnb data. It is a Read operation with no side effects on the Airbnb platform or user accounts. Severity is medium rather than low because web scraping at scale can violate terms of service, trigger rate limits, or be used to harvest personal data about hosts/guests.

From the tool's definition Tool performs data retrieval ('Scrape Airbnb listings') extracting public information (price, rating, host, amenities). The example call uses a listing ID parameter, indicating read-only lookup functionality.

Attacks that exploit this kind of access

RECOMMENDED RULE

The rule that runs scrape_airbnb safely

PolicyLayer is an MCP gateway: it sits between your AI agents and GoCreative Agent API, and checks every tool call against a rule you set before the call runs. Nothing changes on the server itself. For scrape_airbnb, this is the rule to start with:

scrape_airbnb Allowed

scrape_airbnb is read-only, so it stays allowed. Everything else on the server is denied unless you say otherwise.

View as policy code

policy.json

{
  "version": "1",
  "default": "deny",
  "tools": {
    "scrape_airbnb": {}
  }
}

ALLOW ONLY THIS TOOL → Instant setup, no code required.

The button opens the PolicyLayer dashboard: create your workspace, connect GoCreative Agent API, apply this rule, and every scrape_airbnb call is checked against it from then on.

FAQ

Questions about scrape_airbnb

What does the scrape_airbnb tool do? +

Scrape Airbnb listings (price, rating, host, amenities). Use for travel and STR-investor agents. Example call: {"listing_or_query": "12345678"} Cost: $0.005–$0.05 USDC on Base per call. It is categorised as a Read tool in the GoCreative Agent API MCP Server, which means it retrieves data without modifying state.

What parameters does scrape_airbnb accept? +

scrape_airbnb accepts 1 parameter: listing_or_query. Required: listing_or_query. The full parameter table on this page comes from the server's own tool schema.

How do I enforce a policy on scrape_airbnb? +

Register the GoCreative Agent API MCP server in PolicyLayer and add a rule for scrape_airbnb: 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 GoCreative Agent API. Nothing to install.

What risk level is scrape_airbnb? +

scrape_airbnb is a Read tool with low risk. Read-only tools are generally safe to allow by default.

Can I rate-limit scrape_airbnb? +

Yes. Add a rate_limit block to the scrape_airbnb 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.

How do I block scrape_airbnb completely? +

Set action: deny in the PolicyLayer policy for scrape_airbnb. 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.

What MCP server provides scrape_airbnb? +

scrape_airbnb is provided by the GoCreative Agent API MCP server (https://api.gocreativeai.com/mcp). PolicyLayer sits as a proxy in front of this server to enforce policies before tool calls reach the server.

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