HOUSE 'N' STARS Real Estate Discovery

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com.housenstars/real-estate-discoveryv1.0.1 Domain verified

AI-native real estate discovery with structured property search and market intelligence.

Commerce

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https://hns-chatgpt-app.onrender.com/mcp

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Tool list from our last check. Connect live to refresh it.

get_hns_dataset_overview Read-only

Explain what the HOUSE N STARS ChatGPT connector provides as a read-only AI-native luxury real estate dataset. Use this when the user asks what HOUSE N STARS covers, what data the app can access, whether it is read-only, which markets are represented, or why the connector is useful inside ChatGPT. This tool summarizes dataset scope and limitations; it does not search individual listings and does not retrieve archival HNS research reports unless dedicated tools are added later.

This tool takes no arguments.

Tools (5)

get_hns_dataset_overview

read-only

No arguments.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {}
}

get_property

Retrieve one real public HOUSE N STARS property listing by exact numeric ID or exact slug. Returns structured listing details including location, property type, transaction type, price display, bedrooms, bathrooms, surface, features, description and public listing URL.

read-only

Argument	Type	Description
id_or_slug*	string	The property numeric ID or slug returned by search_hns_properties or search_properties.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "id_or_slug"
  ],
  "properties": {
    "id_or_slug": {
      "type": "string",
      "description": "The property numeric ID or slug returned by search_hns_properties or search_properties."
    }
  },
  "additionalProperties": false
}

hns_api_status

Check whether the HOUSE N STARS WordPress property API is reachable through the Render MCP server.

read-only

No arguments.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {}
}

search_hns_properties

Search real public luxury real estate listings from the HOUSE N STARS structured property dataset using server-side WordPress search. Supports free-text criteria and filters for location, property type, Sale/Rent status, price range, bedrooms and result limit. Returns structured listing data including title, location, property type, transaction type, price display, bedrooms, bathrooms, surface, features and public listing URL.

read-only

Argument	Type	Description
limit	number	Maximum number of results to return. Maximum 20.
query	string	Free text search, for example sea view, garden, penthouse, waterfront. Do not use this field for sale/rent intent alone; use transaction_type.
bedrooms	number	Minimum number of bedrooms requested by the user.
location	string	Location filter, for example Dubai, Abu Dhabi, Monaco, Nice, Èze.
max_price	number	Maximum price as a number, without currency symbols.
min_price	number	Minimum price as a number, without currency symbols.
property_type	string	Property type, for example Villa, Apartment, Penthouse, Townhouse.

search_properties

Legacy compatibility tool for searching HOUSE N STARS properties. Prefer search_hns_properties for new property searches, especially when the user asks for properties for sale or for rent because search_hns_properties exposes transaction_type as the official Sale/Rent parameter. This legacy tool remains available for backward compatibility and uses the same server-side WordPress search, price_display formatting, POA handling, EUR/AED inference, location cleanup and result table output.

read-only

Argument	Type	Description
limit	number	Maximum number of results to return. Maximum 20.
query	string	Free text search, for example sea view, garden, penthouse, waterfront. Do not use this field for sale/rent intent alone; use transaction_type.
bedrooms	number	Minimum number of bedrooms requested by the user.
location	string	Location filter, for example Dubai, Abu Dhabi, Monaco, Nice, Èze.
max_price	number	Maximum price as a number, without currency symbols.
min_price	number	Minimum price as a number, without currency symbols.
property_type	string	Property type, for example Villa, Apartment, Penthouse, Townhouse.