# Geoapify MCP for AI Agents AI Agent Connect > Geoapify gives your AI agent the ability to understand the physical world. It handles everything from geocoding and reverse geocoding to complex route planning and map matching. Whether you're building a logistics platform or just need to know where an IP address lands, this Connector connects your agent to high-quality location intelligence without the manual heavy lifting. ## Overview - **Category:** data-analytics - **Price:** Free - **Endpoint:** https://edge.vinkius.com/vk_preview_xsGMH7uRVQZEB3KXYJOGtryLuRVJb5NWJ7TSeN7y/ai-agent-connect - **Tags:** maps, geocoding, routing, location-intelligence, gis ## Description When you add Geoapify to your workflow, your AI agent stops guessing about geography and starts acting on real-world data. Instead of manually copying coordinates into a spreadsheet or hunting through different tabs to see if a street exists, your agent can now handle those tasks directly. It can take a messy list of addresses and turn them into precise points on a map. It can also figure out the most efficient way to move a fleet of trucks across a city or identify exactly which neighborhood a user is in based on their IP. If you're building a logistics tool, your agent can solve complex routing problems that would normally take a human hours to plan. Because Vinkius makes it easy to connect these capabilities, you can move from a static data set to a dynamic, location aware system in minutes. You get the ability to calculate travel times for hundreds of locations at once or snap a jagged GPS track onto a proper road. It turns your agent into a specialist for spatial data, letting you focus on the high level strategy while the Connector handles the heavy lifting of coordinate math and map logic. ## Tools ### geocode_search Turn a text address into precise latitude and longitude. This converts any location name into usable coordinates for your agent. ### geometry_operation Perform union, intersection, or buffer operations on GeoJSON shapes. This handles complex spatial math for geographic areas. ### get_place_details Pull contact info and opening hours for a specific point of interest. This gives your agent deep details on a specific location. ### get_ip_info Look up the city and country for a given IP address. This helps identify user locations without needing a physical address. ### map_matching Snap a series of GPS coordinates to the nearest road network. This cleans up messy tracking data for fleet management. ### route_planner Solve complex vehicle routing problems for multiple stops. This optimizes the sequence of deliveries for a fleet. ### geocode_reverse Turn GPS coordinates into a human-readable street address. Use this to find the location name for any set of coordinates. ### search_places Find nearby categories like restaurants or gas stations. This helps your agent find points of interest in any city. ### calculate_route Get driving, walking, or transit directions between two points. It provides the most efficient path for various modes of transport. ### create_batch_job Process up to 1000 location requests at once in the background. This is perfect for handling large datasets without waiting. ### geocode_autocomplete Get instant address suggestions as a user types into a search bar. It helps build faster and more accurate search inputs. ### get_boundaries_consists_of Find all sub-boundaries within a specific geographic area. It helps identify smaller zones within a larger region. ### get_boundaries_part_of Identify which city or postal code a specific coordinate belongs to. This tells you exactly where a point sits on a map. ### get_elevation Find the height above sea level for any given coordinate. Use this to get terrain data for specific locations. ### calculate_isoline See how far someone can travel in a set amount of time. This helps define reachable zones for delivery or service areas. ### calculate_route_matrix Get distances and times for many origin and destination pairs. This is the standard for calculating multi-stop logistics. ### get_batch_job Check the status and results of a previously submitted batch request. Use this to retrieve data from large background jobs. ## Prompt Examples **Prompt:** ``` I have a list of 5 addresses. Can you find the coordinates for them? ``` **Response:** ``` I have processed those addresses for you. Here are the coordinates: | Address | Latitude | Longitude | | :--- | :--- | :--- | | 1600 Amphitheatre Pkwy, Mountain View, CA | 37.4224857 | -122.0855845 | | 10 Downing St, London, UK | 51.503364 | -0.127625 | | Eiffel Tower, Paris, France | 48.858370 | 2.294481 | | Brandenburg Gate, Berlin, Germany | 52.516270 | 13.377704 | | Sydney Opera House, Australia | -33.856800 | 151.215335 | ``` **Prompt:** ``` What's the best way to get from the airport to the downtown hotel by bus? ``` **Response:** ``` I found the best transit route for you. Here is the plan: * **Route:** Airport Terminal 1 to Downtown Grand Hotel * **Mode:** Bus / Transit * **Estimated Time:** 45 minutes * **Distance:** 12.4 miles * **Key Stops:** Terminal 1, Central Station, Main St. Would you like me to find a driving route instead? ``` **Prompt:** ``` Is the IP address 8.8.8.8 in the US or Europe? ``` **Response:** ``` I checked the location for IP address 8.8.8.8. It is located in **Mountain View, California, United States**. It is currently in the **North America** region. ``` ## Capabilities ### Convert text addresses into precise coordinates Turn free-form addresses into accurate latitude and longitude points. ### Snap messy GPS pings to the actual road network Clean up jagged GPS tracks to show realistic vehicle paths. ### Calculate travel times for entire fleets Get precise travel times and distances for many origin and destination pairs. ### Identify points of interest by category Find nearby restaurants, gas stations, or other categories instantly. ### Detect user regions from IP addresses Identify the city and country associated with any given IP address. ### Perform spatial math on GeoJSON data Run union, intersection, and buffer operations on geographic shapes. ### Find administrative boundaries for any point Identify which city, postal code, or political boundary a point belongs to. ## Use Cases ### Optimizing a 20-stop delivery route A logistics manager asks the agent to plan a route. The agent uses `route_planner` to solve the vehicle routing problem and provides a turn-by-turn manifest. ### Adding real-time address suggestions A developer wants to improve a search bar. The agent uses `geocode_autocomplete` to provide real-time suggestions as the user types. ### Processing a list of 500 city names A data analyst needs to turn a list of cities into a coordinate table. The agent uses `create_batch_job` with `geocode_search` to process the list in the background. ### Identifying administrative boundaries A GIS specialist needs to know which zip code a coordinate belongs to. The agent uses `get_boundaries_part_of` to identify the exact administrative area for a point. ## Benefits - Automate address validation for user inputs using `geocode_autocomplete`. - Plan complex multi-stop deliveries in seconds with `route_planner`. - Clean up jagged GPS tracks for better fleet visibility using `map_matching`. - Enrich customer data with location details via `get_ip_info` and `geocode_search`. - Run spatial analysis on complex shapes with `geometry_operation`. - Define accurate delivery zones using `calculate_isoline`. ## How It Works The bottom line is you get production-ready geospatial data without writing any custom mapping logic. 1. Connect your Geoapify API key to the Connector. 2. Tell your agent which location task to perform. 3. Get back precise coordinates, routes, or spatial data. ## Frequently Asked Questions **Can Geoapify help me plan delivery routes?** Yes, it can. It helps your agent solve complex vehicle routing problems, allowing you to find the most efficient paths for multiple stops and different vehicle types. **How do I turn a street address into coordinates?** You can do this easily by asking your agent to geocode an address. It will use the tool to find the exact latitude and longitude for any street name or house number. **Can I use Geoapify to find nearby businesses?** Yes, your agent can search for points of interest by category. You can ask it to find nearby gas stations, restaurants, or hotels in any specific city. **Does Geoapify support different types of transport like bikes or trucks?** It does. The tool can calculate routes specifically for driving, walking, cycling, and transit, including specific parameters for truck routing. **Can I find out which city a specific GPS point is in?** Yes, it can identify administrative boundaries. Your agent can tell you which city, postal code, or political area a specific set of coordinates belongs to. **Can I handle a lot of addresses at once?** Yes, the Connector supports batch jobs. Your agent can process up to 1,000 location requests in a single background job, which is great for large datasets. **How can I find the coordinates of a specific street address?** Use the `geocode_search` tool. You can provide a free-form text string or structured data like city and street to get precise latitude and longitude coordinates. **Can the AI calculate travel times for multiple delivery destinations at once?** Yes! The `calculate_route_matrix` tool allows you to submit multiple source and target locations to receive a comprehensive matrix of travel times and distances. **Is it possible to identify where a user is located based on their IP address?** Absolutely. Use the `get_ip_info` tool to retrieve location metadata, including country, city, and timezone, associated with a specific IP address.