# Nestoria MCP for AI Agents AI Agent Connect > Nestoria lets your AI agent hunt for real estate listings across multiple countries. You can filter by price, bedroom count, and property type, or search for specific keywords like 'pool' or 'renovated' in markets like the UK, Spain, and Australia. It pulls data from a massive global database, making it easy to find your next home or investment without hopping between dozens of different property portals. ## Overview - **Category:** real-estate - **Price:** Free - **Endpoint:** https://edge.vinkius.com/vk_preview_l6mQfBWCI9x3pkafCCeTS0DGSrovXOGu57YlH7im/ai-agent-connect - **Tags:** property-search, real-estate-listings, home-buying, rentals, housing-market ## Description Connect to this property search engine to find your next home or investment through a natural conversation. This Connector lets your AI agent query thousands of real estate listings across major markets like the UK, Spain, France, Germany, Italy, Brazil, and Australia. Instead of jumping between dozens of different property portals, you can just tell your agent what you're looking for. It handles the heavy lifting by narrowing down results based on your price range, the number of bedrooms, or the specific type of property you want, like a house or a flat. You can also toggle between listings for sale and properties available for long-term rental with a simple request. If you have specific needs, like a property with a garden, a pool, or a recently renovated interior, the agent can filter for those keywords too. It even lets you sort the results by relevance, price, or how recently they hit the market. It's a huge time saver for anyone who needs to see a lot of data quickly without the manual effort of clicking through pages. Having this available through the Vinkius catalog means you can plug it into your existing workflow and get straight to the results that actually matter. You stop being a data entry clerk for your own home search and start being the decision-maker. ## Tools ### search_listings Use this to query the Nestoria database for properties based on your specific criteria. It lets your agent pull real-time data from markets like the UK, Spain, and Australia. ## Prompt Examples **Prompt:** ``` Find 2-bedroom apartments in Berlin for under 1500 euros. ``` **Response:** ``` I've found several apartments in Berlin within your budget. Here are the top results: | District | Price | Bedrooms | Features | | :--- | :--- | :--- | :--- | | Mitte | €1,450 | 2 | Near public transport | | Kreuzberg | €1,300 | 2 | Shared balcony | | Neukölln | €1,200 | 2 | Modern kitchen | Would you like to see more details on any of these? ``` **Prompt:** ``` Search for houses in Australia with a pool. ``` **Response:** ``` I found several listings in Australia that feature a pool. Here are some highlights: * **Queensland Villa**: 4 bedrooms, 3 bathrooms, large outdoor pool. * **Sydney Townhouse**: 3 bedrooms, private courtyard with pool. * **Melbourne Retreat**: 5 bedrooms, large pool, recently renovated. Should I sort these by price or show the newest listings first? ``` **Prompt:** ``` Look for new rental listings in Spain with a garden. ``` **Response:** ``` I've pulled the latest rental listings in Spain with gardens. Here are the top matches: - **Madrid Garden Flat**: €1,800/month, 2 bedrooms. - **Seville Townhouse**: €2,100/month, 3 bedrooms, private courtyard. - **Valencia Villa**: €3,500/month, 4 bedrooms, large garden. Would you like the full descriptions for any of these? ``` ## Capabilities ### Search global listings Find properties in various countries using cities or coordinates. ### Filter by price and bedrooms Narrow down results by budget and room count. ### Toggle buy vs. rent Switch between sale listings and long-term rentals. ### Sort by market priority Order results by price, relevance, or date posted. ### Filter by lifestyle keywords Find specific features like 'pool' or 'garden'. ## Use Cases ### Finding a family home A buyer wants a 3-bedroom house in London with a garden. The agent finds three options and lists their prices. ### Apartment hunting A renter needs a flat in Madrid for under 2000 euros. The agent identifies 12 options in the Centro district. ### Investment scouting An investor wants to see the newest listings in Australia. The agent pulls the latest data for them. ### Relocation planning A specialist needs to find properties in France for a client. The agent pulls a list based on specific coordinates. ## Benefits - Stop tab-hopping between portals by letting your agent aggregate global listings in one place. - Save hours of manual filtering with the search_listings tool to find specific bedroom counts and price ranges. - Quickly pivot your search between buying and renting without having to restart your query. - Find hidden gems by using lifestyle keywords like 'renovated' or 'garden' to filter out the noise. - Get a clear view of the newest listings first by using the smart sorting features of this Connector. ## How It Works The bottom line is you get a curated list of real estate options from across the globe without ever opening a browser. 1. Subscribe to the Nestoria MCP in your AI client. 2. Optionally provide a User Agent string for better identification. 3. Ask your agent to find a specific type of property in a specific city. ## Frequently Asked Questions **Can I use Nestoria MCP to find houses in different countries?** Yes, the Connector covers major markets including the UK, Spain, France, Germany, Italy, Brazil, and Australia. **How does the Nestoria MCP filter for specific property types?** It allows you to specify the type of property you want, such as houses, flats, or other residential listings. **Can I use it to find rentals or properties for sale?** Yes, you can toggle between listings for sale and properties available for long-term rental with a simple request to your agent. **Does Nestoria MCP support keyword searches?** Yes, you can use specific terms like 'garden', 'pool', or 'renovated' to find properties that match your specific lifestyle needs. **Is there a way to sort results by price?** Yes, your agent can order the results by price, relevance, or how recently they were added to the market. **Who is the Nestoria MCP best for?** It is ideal for home buyers, real estate investors, and relocation specialists who need to aggregate and filter large amounts of data quickly. **Can I search for properties using specific coordinates instead of a city name?** Yes! Use the `search_listings` tool and provide the `centre_point` parameter with latitude and longitude separated by a comma (e.g., '51.50,-0.12'). **How do I filter results by price and property type?** You can use the `price_min`, `price_max`, and `property_type` (e.g., 'house' or 'flat') parameters within the `search_listings` tool to narrow down your search results. **Is it possible to see the newest listings first?** Absolutely. Set the `sort` parameter to 'newest' when calling the `search_listings` tool to get the most recent entries at the top of your results.