# HUD Fair Market Rents MCP for AI Agents AI Agent Connect > HUD Fair Market Rents MCP gives you direct access to official U.S. Department of Housing and Urban Development (HUD) data. You can pull Fair Market Rents (FMR) and Income Limits (IL) for any county, metro area, or state. It's the fastest way to get accurate housing and economic data into your workflow without manual searching. ## Overview - **Category:** real-estate - **Price:** Free - **Endpoint:** https://edge.vinkius.com/vk_preview_AQlPGnwcd7ElRoIABdMafv4aWSMWcycPtcAc1OOC/ai-agent-connect - **Tags:** housing-data, economic-indicators, public-records, geospatial-data, rental-market ## Description The HUD Fair Market Rents MCP connects your AI client directly to the HUD API, making it possible to pull housing market data in seconds. Instead of hunting through dense government websites, downloading messy spreadsheets, or navigating confusing federal portals, you can just ask your agent for the numbers you need. You'll get specific rent figures for different bedroom counts or see exactly what income limits apply to families in a specific county. It takes the grunt work out of research for people who need to know the current economic reality of a neighborhood. When you use this through the Vinkius catalog, you're getting a reliable pipeline to federal housing statistics that updates as the government releases them. It's about getting the right data into your reports or valuations without the headache of manual data entry or cross-referencing multiple sources. Whether you are looking for statewide trends or specific project-level details, the information is available through simple conversation. You can quickly verify current market rents for property valuations, gather large-scale data for economic research, or instantly check income eligibility limits for housing assistance programs. It turns a tedious research task into a quick query, ensuring that your analysis is always backed by official data. ## Tools ### get_il_data Retrieves Income Limits based on a specific entity ID. Use this to see what families actually qualify for in a given location. ### get_mtsp_il_data Gets Multifamily Tax Subsidy Project income limits. This is specifically for looking up data on subsidized housing projects. ### get_state_fmr_data Fetches Fair Market Rent data for an entire state. It's great for doing high-level comparative analysis across large regions. ### get_state_il_data Pulls statewide Income Limits for an entire state. This lets you see the broad economic picture for housing eligibility. ### list_counties Lists all counties within a specific state. This is the starting point for finding the right geographic identifiers. ### list_metro_areas Lists all metropolitan areas in a region. Use this to identify the correct CBSA codes for your research. ### list_states Lists all states and territories. This helps you quickly find the correct state codes for your queries. ### get_fmr_data Pulls Fair Market Rent data for a specific entity ID. This helps you get exact pricing for a particular county or metro area. ## Prompt Examples **Prompt:** ``` What is the Fair Market Rent for a 2-bedroom apartment in Miami? ``` **Response:** ``` ### Miami-Miami Beach-Kendall Area | Unit Size | Fair Market Rent (FMR) | | :--- | :--- | | **2-Bedroom Apartment** | **$2,100** | *Source: Official HUD Data* Would you like to see the breakdown for other unit sizes or different nearby counties? ``` **Prompt:** ``` Can you list all counties in Georgia and tell me the income limits for each? ``` **Response:** ``` I've retrieved the income limits for the counties in Georgia. Here are a few examples: * **Fulton County:** Median family income is $102,400. * **Gwinnett County:** Median family income is $98,200. * **Cherokee County:** Median family income is $95,500. I can provide the full list for all 159 counties if you'd like. ``` **Prompt:** ``` Show me the FMR data for the state of Arizona. ``` **Response:** ``` ### Arizona (AZ) Statewide FMR Data I have retrieved the statewide Fair Market Rent figures for Arizona. The data covers all metropolitan areas and counties. * **Phoenix Metro:** $1,850 (Avg) * **Tucson Metro:** $1,420 (Avg) * **Flagstaff:** $1,680 (Avg) Would you like a specific county breakdown or the data for a different state? ``` ## Capabilities ### Pull state rent data Get statewide Fair Market Rent figures for entire regions instantly. ### Check income eligibility Find median income limits for families of various sizes by county. ### Discover geographic codes List states, counties, and metro areas to find the right FIPS or CBSA codes. ### Fetch project-specific limits Retrieve Multifamily Tax Subsidy Project income data for specific housing. ### Track historical trends Query past years of housing data to see how markets have shifted over time. ## Use Cases ### Quick property valuation An appraiser needs to know the 2-bedroom rent in Miami for a valuation. The user asks the agent for the Miami metro area FMR and gets a specific dollar amount immediately. ### Mapping state eligibility A researcher needs to map income limits for every county in Florida. The user tells the agent to list all Florida counties and then pull IL data for each one. ### Assistance program verification A housing agency needs to check if a family qualifies for a specific subsidy. The user provides the county ID and asks for the income limits for a family of four. ### Trend analysis A developer wants to see how rents in a city have changed over 5 years. The user asks the agent to pull state FMR data for several previous years to spot trends. ## Benefits - Stop manual data entry by pulling state-wide rent data instead of downloading CSVs. - Get precise income eligibility for specific counties to ensure your reports are accurate. - Speed up your research by listing counties and metro areas to find the right geographic codes instantly. - Analyze subsidized housing more easily by pulling specific project income limits. - Perform historical market analysis by querying data for past years to see how rents have changed over time. - Pull statewide income limits for high-level regional comparisons. ## How It Works The bottom line is you get official federal housing data without ever leaving your chat window. 1. Subscribe to this Connector and add your HUD User API Key to your configuration. 2. Ask your AI client to find specific housing data, like "What are the rents in Miami?" 3. Get a formatted breakdown of rents, income limits, or geographic codes in your chat. ## Frequently Asked Questions **What kind of housing data does the HUD Fair Market Rents MCP provide?** The HUD Fair Market Rents MCP provides official federal data on Fair Market Rents (FMR) and Income Limits (IL). This includes specific rent figures for various unit sizes and median income limits for families across the U.S. **Can I use this to find out if a family qualifies for housing assistance?** Yes, you can use it to check income eligibility limits. By providing a county or entity ID, your agent can pull the specific limits for families of different sizes to see if they meet the requirements. **Does this Connector include data for all 50 states?** Yes, it provides access to statewide data for all states and territories. You can query FMR or income limits for any specific state to get a broad economic picture. **How is this different from looking at local apartment listings?** This Connector provides official government data used for valuations and policy. It doesn't show live individual listings from sites like Zillow; it shows the baseline market data used by agencies and professionals. **Can I use this for urban planning and economic research?** Absolutely. It is a primary tool for researchers who need to gather large-scale housing and economic indicators for urban planning, policy drafting, or regional economic reports. **What are FMR and IL limits exactly?** FMR stands for Fair Market Rent, which is the median rent for a specific area. IL stands for Income Limits, which are the maximum incomes allowed for families to qualify for certain housing assistance programs. **How do I find the specific ID for a county to get its rent data?** First, use the `list_states` tool to get the state code, then use `list_counties` with that code. This will provide you with the 10-digit FIPS code (entity ID) needed for the `get_fmr_data` tool. **Can I retrieve rent data for an entire state at once?** Yes! Use the `get_state_fmr_data` tool and provide the two-letter state code (e.g., 'NY' for New York). It will return FMR data for all metro areas and counties within that state. **What is the difference between IL and MTSP data?** IL data (`get_il_data`) refers to general Income Limits for housing assistance, while MTSP data (`get_mtsp_il_data`) specifically targets Multifamily Tax Subsidy Projects. Both can be queried using the same entity IDs.