# Mashvisor MCP for AI Agents AI Agent Connect > Mashvisor MCP. This connector gives your AI agent direct access to professional real estate data, property search tools, and investment analytics. You can pull rental rates, ownership info, and neighborhood performance metrics into your workflow to make faster, data-driven property decisions. ## Overview - **Category:** real-estate - **Price:** Free - **Endpoint:** https://edge.vinkius.com/vk_preview_5ALq6ohvgwtlVB037saQTWhHDH5kCqcgagj3zmv0/ai-agent-connect - **Tags:** investment-analysis, property-search, rental-data, airbnb-analytics, market-intelligence ## Description Trying to figure out if a multi-family unit in Orlando is a good buy usually means jumping between five different tabs, copy-pasting rental rates into a spreadsheet, and hunting for historical tax records. This Connector changes that. It lets your AI agent do the heavy lifting by pulling real-time data from Mashvisor directly into your conversation. You can ask about specific properties, get a breakdown of a neighborhood's investment performance, or look up Airbnb metrics for a specific area without leaving your workspace. Because Vinkius hosts this Connector, you can connect it to your favorite AI client and turn your agent into a dedicated real estate analyst. It handles the data retrieval so you can focus on making the actual investment decisions. ## Tools ### get_historical_sales Look up past sales records for a specific property. Use this to see how prices have changed over time. ### get_ownership_info Find current ownership details and contact indicators. This helps you identify who owns a property before you reach out. ### get_property_comps Identify comparable properties in the immediate area. Use this to see what similar homes are selling for nearby. ### get_property_details Pull basic attributes like beds, baths, and square footage. This gives you the core specs of any property quickly. ### get_neighborhood_overview Get a summary of a neighborhood's market data. Use this to quickly gauge the vibe and value of an area. ### get_airbnb_listings Get performance metrics for Airbnb properties. Use this to see how short-term rentals are performing in specific areas. ### get_city_investment_performance View investment performance data for specific cities. This helps you identify which markets are yielding the best returns. ### get_full_property_profile Retrieve a complete profile including tax history and Mashvisor AVM. This provides a deep dive into a specific property's financial background. ### get_historical_performance Access 36 months of historical short-term rental performance. This is great for seeing long-term trends in Airbnb data. ### list_cities See a list of cities within a specific state. Use this to narrow down your search area geographically. ### get_marketplace_listings Search through various marketplace listings. This helps you find active properties currently on the market. ### get_rental_rates Find long-term rental rates for a given area. This helps you determine if a property will generate enough monthly income. ### rento_calculator_lookup Access Airbnb metrics via the Rento-Calculator. Use this to get specific performance estimates for short-term rentals. ### search_properties Perform a programmatic search for properties based on specific filters. Use this to find exact matches for your investment criteria. ### get_top_neighborhoods Identify the best neighborhoods for investment in a given city. This helps you find high-growth areas with less effort. ### validate_city Check if a specific city name is valid for the search. Use this to ensure your queries are accurate before running a search. ## Prompt Examples **Prompt:** ``` Search for properties in Miami, FL with at least 3 beds and a price under $600,000. ``` **Response:** ``` I've found several properties in Miami matching your criteria. For example, a 3-bed property at 123 Ocean Drive is listed for $585,000. **Matching Properties:** | Address | Beds | Price | |---|---|---| | 123 Ocean Drive | 3 | $585,000 | | 456 Palm St | 3 | $592,000 | Would you like the full property profile for any of these? ``` **Prompt:** ``` Get the full property profile and historical sales for property ID 123456. ``` **Response:** ``` Fetching data for ID 123456... **Property Profile:** * **Mashvisor AVM:** $450,000 * **Tax History:** $4,200 annually **Historical Sales:** * **Last Sold:** 2018 for $310,000 * **Price Trend:** +45% since 2018 ``` **Prompt:** ``` What are the top neighborhoods for investment in Orlando, FL? ``` **Response:** ``` Analyzing Orlando market... The top neighborhoods based on investment performance are: * **Downtown** (Cash on Cash: 5.2%) * **Lake Nona** (Cash on Cash: 4.8%) Would you like a detailed overview of the Downtown neighborhood? ``` ## Capabilities ### Pull full property profiles Get a complete breakdown of a property including tax history and estimated values. ### Get neighborhood trends See investment performance and top neighborhoods for any city. ### Retrieve sales history Access past sales records and ownership data for specific addresses. ### Find comparable properties Identify nearby properties to help with market comparisons. ### Fetch Airbnb metrics Get short-term rental performance data and marketplace listings. ### List cities by state Quickly browse and validate cities to narrow down your search area. ## Use Cases ### Finding a specific property An investor wants a 3-bed house under $600k in Miami. The agent uses search_properties to find matches and get_full_property_profile to show the tax history. ### Neighborhood scouting A manager wants to know if Orlando is growing. The agent uses get_city_investment_performance and get_top_neighborhoods to highlight the best areas. ### Comp analysis An agent needs to know what nearby houses sold for. The agent uses get_property_comps and get_historical_sales to build a report for a client. ### Short-term rental check An owner wants to know if an Airbnb is profitable. The agent uses get_airbnb_listings and get_historical_performance to show 36 months of data. ## Benefits - Stop manual data entry by using search_properties to find listings that meet your exact criteria instantly. - Make faster investment calls by pulling get_city_investment_performance to see which markets are actually yielding returns. - Save hours of research by using get_full_property_profile to see tax history and AVM in one view. - Optimize your portfolio by checking get_rental_rates to ensure your properties stay competitive in the local market. - Get a head start on negotiations by using get_ownership_info to identify property owners and historical sales. - Identify high-potential areas quickly using get_top_neighborhoods to see where the best investment opportunities live. ## How It Works The bottom line is you get instant access to professional real estate data without the manual research. 1. Subscribe to the Mashvisor MCP via the Vinkius Marketplace. 2. Enter your Mashvisor API Key into your AI client's configuration. 3. Ask your agent to find properties, check rental rates, or analyze market trends. ## Frequently Asked Questions **What can I do with the Mashvisor MCP?** You can access real estate data, rental rates, and property profiles. It allows your AI agent to pull professional market analytics directly into your chat. **How does the Mashvisor MCP help with investment analysis?** It pulls city performance and neighborhood trends. You can see which markets are yielding the best returns without manual research. **Can I use the Mashvisor MCP to find Airbnb data?** Yes, it pulls Airbnb listings and 36 months of performance data. This helps you see long-term trends for short-term rentals. **Is the Mashvisor MCP good for property managers?** Yes, it helps you check local rental rates and neighborhood trends. You can use it to ensure your portfolio stays competitive. **Can the Mashvisor MCP show me property ownership?** Yes, it retrieves ownership info and historical sales. This is useful for identifying owners before you reach out. **How do I connect Mashvisor MCP to my AI agent?** Connect it via Vinkius and add your Mashvisor API Key to your AI client's configuration. From there, you can start asking questions about the market. **Can I find comparable properties for a specific address to estimate its value?** Yes! Use the `get_property_comps` tool by providing the property address or ID. The agent will return a list of nearby properties with similar characteristics to help you perform a comparative market analysis. **How do I check the investment performance of a specific city?** You can use the `get_city_investment_performance` tool. Simply provide the state and city name, and the agent will retrieve key metrics like cash on return, cap rate, and rental income for that market. **Is it possible to get ownership information and contact details for a property?** Yes, the `get_ownership_info` tool retrieves owner contact information and residency indicators for a specific property ID or address, allowing you to identify potential leads or current owners.