# Geographic Distance Calculator MCP for AI Agents AI Agent Connect > Geographic Distance Calculator. This Connector calculates precise distances, bearings, and waypoints using Haversine, Vincenty, and Euclidean models. It's built for anyone who needs accurate geospatial math for navigation, logistics, or mapping without writing the formulas themselves. ## Overview - **Category:** utilities - **Price:** Free - **Endpoint:** https://edge.vinkius.com/vk_preview_7XcEh40M569a4Ozwg2pjmlKZ5IXOkRjucVYppuey/ai-agent-connect - **Tags:** distance, coordinates, latitude, longitude, haversine, vincenty, navigation, geography ## Description Imagine you're building a logistics app or a travel tool and you need to know exactly how far a truck has to travel between two cities. You don't want to guess or use a flat-earth calculation that messes up over long distances. This Connector handles the heavy lifting of geospatial math. It lets your agent figure out the shortest path between coordinates, find the exact midpoint of a flight path, or tell you where a ship will end up if it maintains a specific heading for an hour. It even helps you draw boundaries around specific areas, which is a lifesaver for defining delivery zones or search radii. Instead of copy-pasting formulas into a spreadsheet, you just tell your agent what you need, and it gives you the numbers. It’s a core part of the Vinkius ecosystem, making it easy to drop into your workflow whenever you need to move from 'where is it?' to 'how do we get there?' ## Tools ### get_bearing_stats Get the initial and final bearings between two points to understand travel direction. This is useful for navigation planning. ### generate_bounding_box Create a rectangular bounding box around a specific radius. Use this to define search areas or delivery zones. ### compute_destination Find a specific coordinate based on a starting point, bearing, and travel distance. It helps predict where a vehicle will end up. ### calculate_distance Measure the distance between two points using Haversine, Vincenty, or Euclidean models. It ensures accuracy over long distances. ### get_midpoint Find the exact geographic center point between two sets of coordinates. This is great for finding halfway points on a trip. ## Prompt Examples **Prompt:** ``` What's the distance between San Francisco and Tokyo using the most accurate model? ``` **Response:** ``` The distance between San Francisco and Tokyo is approximately **6,300 km (3,915 miles)**. I used the **Vincenty model** for this calculation because it provides the highest precision for long-distance travel on the Earth's surface. ``` **Prompt:** ``` If a boat travels 50 miles at a bearing of 180 degrees from NYC, where does it end up? ``` **Response:** ``` Starting from New York City (40.7128, -74.0060) and traveling 50 miles at a 180-degree bearing, your destination is: * **Latitude:** 39.8850 * **Longitude:** -74.0060 This puts the boat roughly 50 miles south of the city. ``` **Prompt:** ``` I need a bounding box for a 5-mile radius around a specific zip code. ``` **Response:** ``` To create a 5-mile radius boundary, I've generated a bounding box for you. **Bounding Box Coordinates:** * **North:** 40.8250 * **South:** 40.6000 * **East:** -73.9000 * **West:** -74.1000 You can use these coordinates to define your search area or delivery zone. ``` ## Capabilities ### Calculate distance between coordinates Get the exact distance between two points using multiple mathematical models. ### Predict destination points Find a specific coordinate based on a starting point, a heading, and a travel distance. ### Find geographic midpoints Get the exact center point between two sets of coordinates. ### Generate area bounding boxes Create a rectangular boundary around a circular radius for area analysis. ### Get bearing statistics Identify the initial and final bearings between two geographic points. ## Use Cases ### Defining Delivery Zones A courier company needs to define a 10-mile radius for a new hub. The agent uses generate_bounding_box to create the exact coordinates for the delivery zone. ### Flight Path Planning A travel app needs to find the midpoint of a flight path for a layover. The agent uses get_midpoint to find the exact center point between two cities. ### Game World Building A game dev needs to know how far a player can run in 10 seconds at a 45-degree angle. The agent uses compute_destination to find the new coordinates. ### Logistics Route Auditing A trucking company needs to calculate the exact distance between 50 different stops. The agent uses calculate_distance to get the total mileage. ## Benefits - High-precision math: Use the Vincenty model with calculate_distance for accurate results on the Earth's surface. - Predictive routing: Use compute_destination to find exact coordinates for vehicles moving at specific headings. - Area mapping: Quickly define delivery zones or search radii with generate_bounding_box. - Quick midpoints: Find the exact center of a trip instantly using get_midpoint. - Directional stats: Get clear heading data between any two points using get_bearing_stats. ## How It Works The bottom line is you get accurate geospatial data without ever touching a formula. 1. Connect the Geographic Distance Calculator to your AI client. 2. Provide the coordinates and the specific math model you want to use. 3. Receive precise distances, bearings, or new coordinates instantly. ## Frequently Asked Questions **Can the Geographic Distance Calculator handle different types of math?** Yes, it supports Haversine, Vincenty, and Euclidean models. This allows you to choose the right level of precision for your specific project. **How does the Geographic Distance Calculator help with logistics?** It allows you to calculate precise distances between delivery points and define specific bounding boxes for service areas. **Can I use the Geographic Distance Calculator to find a midpoint?** Yes, it can find the exact geographic midpoint between any two coordinates, which is helpful for planning layovers or meeting points. **What is a bounding box in the Geographic Distance Calculator?** It creates a rectangular area around a specific radius. This is useful for defining a search zone or a service area on a map. **Does the Geographic Distance Calculator work for international flights?** Yes, it's designed for global geographic coordinates and can calculate distances and bearings across oceans and continents. **Is the Geographic Distance Calculator accurate for long distances?** Yes, by using the Vincenty model, the tool provides high-precision calculations that account for the Earth's curvature over long distances. **Which calculation method should I use for distance?** Use `haversine` for most general-purpose needs as it is efficient and accurate. Use `vincenty` when high precision is required for long-distance navigation, as it accounts for the Earth's ellipsoidal shape. Use `euclidean` only for extremely short distances where curvature is negligible. **Can I find the center point between two cities?** Yes, you can use the `get_midpoint` tool to find the geographic center along the great-circle path between any two sets of coordinates. **Does the server support different distance units?** Yes, all distance results from `calculate_distance` are returned in meters, kilometers, miles, and nautical miles.