# Mashvisor MCP for AI Agents AI Agent Connect > Mashvisor MCP lets you pull real estate investment data into your AI agent. You can compare short-term rental yields against long-term rental estimates, scan neighborhoods for high ROI, and pull historical Airbnb performance to see if a property actually makes sense before you buy. It turns your AI into a data-driven analyst that can handle city-wide property screening, market trend analysis, and deep-dive investment metrics in seconds. ## Overview - **Category:** real-estate - **Price:** Free - **Endpoint:** https://edge.vinkius.com/vk_preview_bsNx2ZZD5XAjWFqafvXo9PZbZXS6ZCgyFZsMElMn/ai-agent-connect - **Tags:** investment-analysis, rental-yield, property-data, market-insights, airbnb-analytics, roi-calculation ## Description Mashvisor MCP connects real estate analytics to your AI agent so you can analyze investment properties with detailed Airbnb versus traditional rental comparisons. It handles the heavy lifting of pulling neighborhood analytics and market insights through natural language. Instead of jumping between multiple tabs to check occupancy rates, average daily rates, and monthly revenue, you get all that data in one place. You can see how a property performs as a short-term rental versus a long-term lease, including cap rates and cash-on-cash returns. It makes it easy to see how different bedroom counts affect your bottom line or to spot seasonality trends in specific markets. By connecting this to the Vinkius catalog, you turn your AI into a specialized real estate analyst that knows local demand indicators and market benchmarks. You can screen hundreds of listings, find distressed properties, and see if a specific area is actually a good bet for your next investment. It takes the guesswork out of the "what if" and gives you hard data on revenue projections and historical performance trends. This means you can move from "maybe" to "yes" much faster. You can ask about specific cities, find off-market opportunities, and get a clear view of what the numbers actually look like for a 3-bedroom unit versus a 1-bedroom unit in the same zip code. It gives you a clear advantage when you are trying to decide where to put your capital next. ## Tools ### get_airbnb_listings Use get_airbnb_listings to pull Airbnb rental listings and specific metrics. This helps you see what is currently on the market. ### get_airbnb_property Use get_airbnb_property to fetch detailed information for a specific Airbnb listing. It is great for deep-diving into one property's stats. ### get_city_listings Use get_city_listings to browse city market listings filtered by status or price history. This helps you see the bigger picture of a local market. ### get_historical_performance Use get_historical_performance to access historical Airbnb performance data for seasonality analysis. Use this to see how a property performs in the off-season. ### get_investment_analysis Use get_investment_analysis to get a full property investment analysis. This gives you the hard numbers on ROI and projections. ### get_property Use get_property to retrieve detailed information for a specific property. Use this to get the core facts on a listing. ### get_rental_rates Use get_rental_rates to get traditional rental rate estimates and rent distribution statistics. This is how you compare LTR potential. ### list_neighborhoods Use list_neighborhoods to list neighborhoods with specific investment data. Use this to identify high-demand areas. ### list_properties Use list_properties to list investment properties filtered by city, state, or bedroom count. This is your primary tool for broad property screening. ### search_properties Use search_properties to search properties using advanced filters to find specific investment metrics. Use this for targeted property hunting. ## Prompt Examples **Prompt:** ``` Show me investment properties in Las Vegas with good Airbnb ROI. ``` **Response:** ``` ### Top Investment Picks in Las Vegas I found several properties with strong Airbnb returns. Here are the top 3: | Property Type | Price | Airbnb CoC Return | Est. Monthly Revenue | | :--- | :--- | :--- | :--- | | **3BR Single Family** | $435,000 | **11.2%** | $4,124 | | **2BR Townhouse** | $310,000 | **9.8%** | $3,200 | | **4BR Condo** | $520,000 | **8.5%** | $4,500 | *Note: All returns are based on current occupancy trends and average daily rates.* ``` **Prompt:** ``` What's the best neighborhood for Airbnb in Chicago? ``` **Response:** ``` Based on current ROI and demand indicators, here are the top neighborhoods in Chicago for short-term rentals: 1. **Logan Square** - **ROI:** 8.9% - **Avg. Revenue:** $2,800/mo - **Occupancy:** 71% 2. **Wicker Park** - **ROI:** 8.2% - **Avg. Revenue:** $3,100/mo - **Occupancy:** 68% 3. **Lincoln Park** - **ROI:** 7.5% - **Avg. Revenue:** $3,400/mo - **Occupancy:** 65% ``` **Prompt:** ``` What are typical rental rates for a 3BR in Austin, TX? ``` **Response:** ``` Here are the current rental estimates for Austin, TX based on over 1,200 comparable units: - **1BR:** $1,400/mo - **2BR:** $1,750/mo - **3BR:** **$2,100/mo** - **4BR:** $2,600/mo - **5BR:** $3,200/mo The 3BR average is currently holding steady with high demand in the downtown and near-university corridors. ``` ## Capabilities ### Compare short-term and long-term rental yields Get a side-by-side look at Airbnb revenue versus traditional lease estimates for any property. ### Screen properties by city, price, and bedroom count Filter through thousands of listings to find the specific types of properties that fit your criteria. ### View 36 months of historical Airbnb performance See how a property performs across different seasons and years to identify real demand. ### Analyze neighborhood ROI and demand indicators Get data on neighborhood growth, demand levels, and market benchmarks to see where the best deals are. ### Get long-term rental rate estimates for 1-5 bedrooms Pull accurate local rent prices to see what a property would make as a standard long-term rental. ## Use Cases ### Comparing STR vs LTR yields An investor wants to know if a house in Austin is better as a vacation rental or a standard lease. Ask the agent to compare the ROI using get_investment_analysis and get_rental_rates. ### Neighborhood demand research A host wants to know if a neighborhood is growing or shrinking in demand. Use list_neighborhoods to see ROI benchmarks and demand indicators. ### Finding distressed deals A wholesaler needs to find distressed properties in Chicago. Use get_city_listings to filter by status and days on market. ### Checking seasonality A buyer wants to see if a property's current high prices are a fluke. Pull 36 months of data with get_historical_performance to check seasonality. ## Benefits - Stop manual data entry by pulling Airbnb and LTR metrics directly into your chat using get_airbnb_listings. - Make faster decisions using get_investment_analysis to see cap rates and cash-on-cash returns instantly. - Spot seasonal trends with get_historical_performance before committing to a property that might have low off-season demand. - Compare neighborhoods quickly using list_neighborhoods to find high-demand zones and ROI benchmarks. - Screen large areas at once with list_properties to find the best price-to-yield ratios in any city. - Get accurate LTR data with get_rental_rates to see if a property is a good long-term hold if the STR market dips. ## How It Works The bottom line is you get real-time investment numbers without leaving your chat window. 1. Subscribe to the Mashvisor MCP on Vinkius. 2. Enter your Mashvisor API Key in the setup. 3. Ask your AI client to find and analyze properties in any city. ## Frequently Asked Questions **Can Mashvisor MCP help me compare short-term and long-term rentals?** Yes, it pulls data for both Airbnb and traditional rental rates. This lets you see which strategy yields a better return on a specific property before you commit. **How do I use Mashvisor MCP to find distressed properties?** You can use it to filter city market listings by status and days on market. This helps you quickly identify off-market or distressed deals in your target area. **Does Mashvisor MCP provide historical data?** Yes, it can pull up to 36 months of Airbnb performance. This is useful for seeing how a property performs during different seasons. **Can I use Mashvisor MCP to find properties in a specific city?** Yes, you can list investment properties by city, state, and bedroom count. It returns the properties along with their key rental metrics. **Is Mashvisor MCP good for neighborhood research?** Yes, it lists neighborhoods with specific investment data. You can compare areas based on ROI, demand indicators, and market benchmarks. **How does Mashvisor MCP help with ROI calculations?** It pulls cap rates and cash-on-cash returns for both STR and LTR strategies. This gives you a clear picture of the potential revenue and projections. **How do I get a Mashvisor API Key?** Sign up at [**Mashvisor**](https://www.mashvisor.com/), go to your account settings, and generate an API key. API access requires an active subscription. **What investment metrics are available?** Cap rate, cash-on-cash return, occupancy rate, average daily rate (ADR), monthly/annual revenue, RevPAR, and rental rates for both Airbnb (STR) and traditional (LTR) strategies. **Can I compare Airbnb vs traditional rental income?** Yes! Every property analysis includes both STR (Airbnb) and LTR (traditional) metrics side by side, including cap rates and cash-on-cash returns for each strategy.