# Mapulus MCP for AI Agents AI Agent Connect > Mapulus provides deep Australian location intelligence, giving your AI agent access to suburb boundaries, postcode data, and ABS Census demographics. It handles spatial analytics like isochrones and H3 hexagonal indices. Use it to enrich coordinates with rich geographic context or to pull specific population and income data for any Australian region. ## Overview - **Category:** data-analytics - **Price:** Free - **Endpoint:** https://edge.vinkius.com/vk_preview_GFpJR0KZKGDjgx75vVypBpvXgolt4vtTpIidNqRz/ai-agent-connect - **Tags:** spatial-analytics, demographic-data, isochrones, geographic-boundaries, census-data, location-intelligence ## Description Connect your Mapulus account to your AI agent to get deep Australian location intelligence through natural conversation. If you're trying to figure out where to open a new retail branch in Melbourne or Sydney, you usually have to toggle between several government websites, download CSV files of census data, and try to map out travel times manually. It's a tedious loop that makes it hard to compare dozens of locations quickly. This Connector changes that. You can pull population density, median income, and housing stats for specific postcodes or LGAs instantly. It also handles the tricky spatial stuff, like creating travel-time boundaries or finding specific hexagonal indices for spatial indexing. Because it's part of the Vinkius catalog, you can plug it into your existing setup and start getting real-time Australian geographic insights without the usual spreadsheet headache. You can move from just knowing a coordinate to understanding the socioeconomic profile of a neighborhood in one step. It removes the friction between raw data and actionable site selection. Whether you're looking for housing trends, employment data, or education stats, you can get the full picture without the manual data entry. ## Tools ### get_boundary_details Fetches specific attributes and metadata for a named Australian boundary like a postcode. Use this to get the precise details of a region. ### get_h3_index Converts a specific location into an H3 hexagonal index for spatial indexing. This is useful for organizing geographic data into manageable cells. ### enrich_location Adds geographic context and statistical data to specific latitude and longitude points. This helps you understand the profile of a specific coordinate. ### get_demographics Pulls ABS Census data including population, income, and housing for a given boundary. It provides a snapshot of the people living in an area. ### get_isochrone Calculates and returns travel-time boundaries for a specific starting point. Use this to see how far a car or person can travel in a set timeframe. ### get_postcode_data Retrieves all available data points for a specific Australian postcode. It gives you a comprehensive look at a small geographic area. ### list_data_topics Shows all available data categories like housing, income, and employment. Use this to see what kind of census data you can request. ### search_boundaries Finds Australian statistical boundaries based on names or descriptions. This is the first step to finding specific LGAs or suburbs. ### search_suburbs Specifically looks up Australian suburbs to find their boundary IDs. Use this to find the correct ID for a suburb you're researching. ## Prompt Examples **Prompt:** ``` What's the average income and population for the 2000 postcode? ``` **Response:** ``` ### Postcode 2000 Demographics Based on the latest census data, here is the profile for postcode 2000: | Metric | Value | | :--- | :--- | | **Population** | ~27,000 | | **Median Income** | $115,000 | | **Housing Type** | Primarily High-Density | **Key Insights:** * High concentration of professional services. * Median age of 32. * Significant concentration of multi-unit dwellings. ``` **Prompt:** ``` Find me suburbs in Sydney with a high median age. ``` **Response:** ``` I've searched the Sydney region for suburbs with a higher-than-average median age. Here are a few notable results: * **Suburb A**: Median Age 42 * **Suburb B**: Median Age 45 * **Suburb C**: Median Age 39 Would you like me to pull the full demographic breakdown for any of these specific suburbs? ``` **Prompt:** ``` Show me the travel time for a 20-minute drive from the Sydney CBD. ``` **Response:** ``` Generating the 20-minute travel-time boundary (isochrone) from the Sydney CBD... **Travel Boundary Summary:** * **North**: Reachable up to [Area Name] * **South**: Reachable up to [Area Name] * **East/West**: Coverage extends approximately 15-20km depending on traffic flow. I can provide the specific boundary IDs if you need to map these areas in a GIS tool. ``` ## Capabilities ### Pull census demographics Get population, income, and housing stats for specific Australian boundaries. ### Generate travel zones Create travel-time boundaries to see how far a location is reachable. ### Identify suburbs Search for specific Australian suburbs to get their unique boundary IDs. ### Enrich coordinates Add geographic and statistical context to any latitude and longitude point. ### Spatial indexing Convert locations into H3 hexagonal indices for advanced spatial queries. ## Use Cases ### Retail expansion analysis A manager asks for suburbs in Sydney with high median income and low housing supply to find a new store location using `search_suburbs` and `get_demographics`. ### Logistics and delivery planning A dispatcher uses `get_isochrone` to see how far a delivery van can travel in 30 minutes from a warehouse to plan routes. ### Property marketing research An agent uses `enrich_location` to get a summary of a neighborhood's socioeconomic profile for a new real estate listing. ### Urban growth modeling A researcher pulls data for multiple postcodes to compare population growth across different LGAs using `get_postcode_data`. ## Benefits - Stop manual CSV hunting by using `get_demographics` to pull census data instantly for any Australian postcode. - Map out reachable areas faster with `get_isochrone` to see real-world travel-time boundaries for logistics. - Get precise neighborhood context for any coordinate using `enrich_location` to see what a location actually looks like. - Identify the right areas for growth by pulling income and housing stats for specific LGAs without leaving your chat. - Simplify spatial queries by using `get_h3_index` to work with hexagonal grids for more organized data analysis. - Find specific suburbs quickly with `search_suburbs` to ensure you're always looking at the correct geographic data. ## How It Works The bottom line is you get instant access to granular Australian location data through natural conversation. 1. Subscribe to the Mapulus MCP on the Vinkius marketplace. 2. Add your Mapulus API key to your AI client configuration. 3. Ask your agent to pull Australian census data or boundary details. ## Frequently Asked Questions **Does Mapulus include Australian census data?** Yes, it pulls ABS Census-derived insights like population, income, and housing stats for various Australian regions. **Can I use Mapulus to find specific suburbs?** You can search for Australian suburbs to get their specific boundary IDs and geographic details. **What is an isochrone in Mapulus?** An isochrone is a travel-time boundary. It shows you how far someone can travel from a specific point within a set amount of time. **Can Mapulus enrich a specific address?** Yes, you can provide a latitude and longitude coordinate and get the geographic context and statistical data for that exact spot. **Does Mapulus work for international locations?** No, this Connector is specifically designed for Australian geographic and statistical data. **How do I get demographics for a specific LGA?** You can search for the Local Government Area (LGA) boundary first, then request the demographics for that specific boundary ID. **How do I find my Mapulus API Key?** Log in to Mapulus, go to Profile > API Keys, and you can generate your key there. **What regions are covered by Mapulus?** Mapulus specializes in Australian geographic and statistical data (ABS Census boundaries). **Is my API Key secure?** Absolutely. Your token is encrypted at rest and injected securely at runtime.