HOUSE 'N' STARS Real Estate Discovery

Measured conclusion: Deep-tested. L2 outcome: tools_ok.

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

Add to your agent

Copy this into your MCP client config:

{
  "mcpServers": {
    "HOUSE 'N' STARS Real Estate Discovery": {
      "url": "https://hns-chatgpt-app.onrender.com/mcp",
      "transport": "streamable-http"
    }
  }
}

Measured tools (5)

• search_hns_properties read-only

  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.

  Parameters:

  • 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.
  • transaction_type — string — Sale/Rent filter. Use exactly Sale for properties for sale and Rent for rental properties. Do not put rent/rental/for rent into query when this parameter is used.

  Hints: read-only yes · destructive no · idempotent not declared · open-world yes

• search_properties read-only

  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.

  Parameters:

  • 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.
  • transaction_type — string — Sale/Rent filter. Use exactly Sale for properties for sale and Rent for rental properties. Do not put rent/rental/for rent into query when this parameter is used.

  Hints: read-only yes · destructive no · idempotent not declared · open-world yes

• get_property read-only

  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.

  Parameters:

  • id_or_slug (required) — string — The property numeric ID or slug returned by search_hns_properties or search_properties.

  Hints: read-only yes · destructive no · idempotent not declared · open-world yes

• 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.

  Hints: read-only yes · destructive no · idempotent not declared · open-world yes

• hns_api_status read-only

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

  Hints: read-only yes · destructive no · idempotent not declared · open-world yes

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Measured by MCPYP probing. Untested fields are omitted, never estimated. Listing is always free; MCPYP never proxies calls or stores user tokens.