# U.S. Census Population — Demographics, Age & Diversity MCP for AI Agents AI Agent Connect > U.S. Census Population — Demographics, Age & Diversity MCP gives your agent direct access to American Community Survey (ACS) data. You can pull total population counts, median ages, and granular racial or ethnic breakdowns for any state, county, or city in the U.S. It's built for anyone who needs real-time, official demographic stats for market research, urban planning, or diversity reporting without manual spreadsheet hunting. ## Overview - **Category:** data-analytics - **Price:** Free - **Endpoint:** https://edge.vinkius.com/vk_preview_X9KjJk3LlgABMFZjBAdC0M2I7wWVqYGBSvRrDu6o/ai-agent-connect - **Tags:** demographics, population-data, census-data, ethnic-breakdown, age-statistics, geographic-data ## Description Getting reliable demographic data usually means digging through clunky government portals or trying to find a reputable source that hasn't been updated in years. This Connector changes that by letting your AI agent do the heavy lifting for you. Instead of copy-pasting numbers from a PDF, you can just ask for the latest population counts or diversity stats for a specific zip code or county. It pulls directly from the American Community Survey, so you're getting official numbers on things like median age, foreign-born populations, and racial breakdowns. It's a huge time-saver for market analysts who need to understand a region's makeup before launching a product or for policy researchers looking at local trends. Because Vinkius hosts this in their catalog, you can plug it into your existing workflow and start querying the U.S. Census Bureau's data immediately. It turns a tedious research task into a simple conversation with your agent. ## Tools ### get_population_by_state Get the total population and median age for any of the 50 states or DC. This makes it easy to compare high-level state demographics quickly. ### get_population_by_city Get population numbers for incorporated cities and Census Designated Places. This allows you to see population counts for both towns and rural areas. ### get_demographics_by_state Fetch racial and ethnic data including White, Black, Asian, Hispanic, and foreign-born stats for states. This is essential for state-wide diversity analysis. ### get_demographics_by_county Pull racial and ethnic demographic data for all counties within a specific state. This helps you understand the diversity of specific local areas. ### get_population_by_county Retrieve population and median age for counties using state FIPS codes. This is the best way to get precise numbers for specific county locations. ## Prompt Examples **Prompt:** ``` What is the population and median age of California? ``` **Response:** ``` ### California Demographic Overview * **Total Population:** 39,040,616 * **Median Age:** 37.8 years This data is pulled from the latest American Community Survey (ACS) records. ``` **Prompt:** ``` Show the Hispanic and Asian population for Florida. ``` **Response:** ``` ### Florida Diversity Stats * **Total Population:** 22,244,823 * **Hispanic or Latino:** 5,956,878 (26.8%) * **Asian Alone:** 668,744 (3.0%) These figures represent the current racial and ethnic breakdowns for the state. ``` **Prompt:** ``` What is the most populated county in New York State? ``` **Response:** ``` ### New York State Population by County The most populated county is: **Kings County (Brooklyn)** * **Population:** 2,590,516 * **Median Age:** 35.8 Followed by: **Queens County** * **Population:** 2,278,029 ``` ## Capabilities ### Pull state population counts Get total population and median age for all 50 states and DC. ### Get county-level demographics Retrieve racial and ethnic data for every county within a state. ### Retrieve city and town population stats Access population numbers for incorporated cities and rural designated places. ### Analyze state-wide racial diversity Fetch specific breakdowns for White, Black, Asian, Hispanic, and foreign-born residents. ### Access county-specific ethnic breakdowns Get detailed diversity data for specific counties using FIPS codes. ## Use Cases ### Validating target markets for retail A retail brand wants to know if a county has enough Hispanic residents to support a new store. They ask their agent to pull data using get_demographics_by_county. ### Comparing state-wide median ages A city planner needs to compare the median age of three neighboring states to plan a transit hub. They use get_population_by_state to get the stats instantly. ### Finding population for rural towns A non-profit needs to find the population of a specific small town that isn't a major city. They use get_population_by_city to find the local count. ### Reporting on foreign-born residents A diversity officer needs to report on the foreign-born population of a state for a policy paper. They use get_demographics_by_state to get the numbers. ## Benefits - Stop manual data entry by letting your agent pull population counts directly from the Census Bureau. - Speed up market research by getting racial and ethnic breakdowns for entire states using get_demographics_by_state. - Improve urban planning accuracy with granular county-level data from get_population_by_county. - Simplify diversity reporting by pulling foreign-born and Hispanic populations for specific regions. - Save hours of research by accessing city-level data for Census Designated Places via get_population_by_city. - Make better real estate decisions with median age stats for any county or state. ## How It Works The bottom line is you get official U.S. Census data in seconds without leaving your chat interface. 1. Get a free API key from the U.S. Census Bureau website. 2. Connect this Connector to your agent through the Vinkius catalog. 3. Ask your agent for specific population or diversity data for any U.S. location. ## Frequently Asked Questions **Can I use the U.S. Census Population — Demographics MCP for commercial research?** Yes. You can use it to pull official demographic data for market analysis, including racial breakdowns and population counts for any U.S. state or county. **What kind of racial data does the U.S. Census Population — Demographics MCP provide?** It provides detailed breakdowns for White, Black, Asian, Hispanic, and foreign-born populations at both the state and county levels. **Can I get data for small towns with the U.S. Census Population — Demographics MCP?** Yes. The tool includes data for incorporated cities as well as Census Designated Places, which covers many smaller towns and rural areas. **Does the U.S. Census Population — Demographics MCP include median age?** Yes. Every population query also returns the median age for that specific geographic area. **How accurate is the data in the U.S. Census Population — Demographics MCP?** The data comes directly from the American Community Survey (ACS), which is the official and most comprehensive demographic survey in the U.S. **Can I use the U.S. Census Population — Demographics MCP to find foreign-born residents?** Yes. You can specifically request foreign-born population stats for any state or county to help with diversity reporting. **What are FIPS codes?** FIPS (Federal Information Processing Standard) codes are numbers used by the government to uniquely identify states, counties, and places. E.g., California is 06, Los Angeles County is 037. **Which census survey do you use?** We use the American Community Survey (ACS) 5-Year estimates, which provide the most reliable, detailed, and broad demographic data annually. **Are undocumented immigrants counted?** Yes, the Census Bureau attempts to count all residents regardless of immigration status, though this group is historically harder to count accurately.