• DATA
  • ANALYSIS
  • MODELING
  • HUMAN

How to map terrain and elevation with your AI

Connect Open-Meteo to your AI client to pull real-world geographic data. Once connected, your agent handles the math and the lookups for you.

Ask AI about this page

Short answer

How can I get terrain and elevation data using AI?

Your AI uses geocoding to turn place names into coordinates and then pulls height data for those points. You'll get specific elevation profiles for any location you name. This breakdown shows how the data flows from your prompt to your agent.

The outcomes

What you can do with this data

The AI turns raw coordinates into usable geographic insights.

DATA

Precise location lookups

The AI converts addresses or landmarks into latitude and longitude. You get the exact numbers needed for mapping.

ANALYSIS

Elevation profiles

Your agent pulls height data for specific points. This lets you analyze slopes or vertical changes in a landscape.

MODELING

Terrain mapping

Use the gathered data to build digital terrain models. The AI provides the raw elevation values to feed your projects.

HUMAN

Visual verification

The AI provides the numbers, but you decide if the terrain fits your specific project needs. You handle the final interpretation.

The workflow

What your AI does when you ask for terrain data.

The AI moves from a general location to specific vertical measurements through two distinct steps.

  1. Locate the spot

    The AI takes your description of a place and finds its exact position on the globe.

    get_geocoding

  2. Measure the height

    Once it has the coordinates, the AI looks up the elevation for that specific point.

    get_elevation

  3. Calculate slopes

    The AI compares elevation data between multiple points to determine the steepness of the ground.

    get_elevation

  4. Format the output

    The agent organizes the coordinates and height values into a clean list or table for your use.

    get_geocodingget_elevation

Try it

Copy these to start.

Use these prompts to trigger the mapping process.

Starting points

Replace the bracketed locations with the specific places you want to analyze.

Open-Meteo Connector

You're all set. Choose your MCP client and follow the setup instructions.

Connector linkhttps://edge.vinkius.com/vk_preview_9Dak4YWBvgw01jPEQJSYJ5pqvJAoFtARwwm1k3AE/mcp

Claude Desktop

Follow the steps below to connect in seconds.

  1. 1In Claude Desktop, open Settings → Connectors.
  2. 2Click “Add custom connector” and paste the connector link above as the remote MCP server URL.
  3. 3Click Add and start a new chat — Open-Meteo capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "open-meteo-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_9Dak4YWBvgw01jPEQJSYJ5pqvJAoFtARwwm1k3AE/mcp"
    }
  }
}
Copy into chat04

  • Find the elevation for the summit of Mount Rainier.

  • Get the coordinates and height for the Grand Canyon rim.

  • Compare the elevation between these two points: [Location A] and [Location B].

  • Map the terrain profile for a path starting at [Point 1] and ending at [Point 2].

  • Claude
  • ChatGPT
  • Cursor
  • VS Code
  • Windsurf
  • Claude Code
  • JetBrains
  • Cline

Start here

Connect Open-Meteo once, then ask.

One click connects the MCP to your client. Your credentials stay encrypted, and you can start asking for data immediately.

Connect Open-Meteo to your AI

FAQ

How this task behaves

  • 01

    Can the AI draw a 3D map for me?

    No. The AI provides the elevation and coordinate data, but you must use a separate mapping tool to render the visual 3D model.

  • 02

    Does the AI need me to provide latitude and longitude?

    No. You can just give it a name like 'Eiffel Tower' and it will find the coordinates for you.

  • 03

    Can the AI change the elevation data?

    No. The AI only retrieves real-world data from Open-Meteo. It cannot modify the actual geographic measurements.

  • 04

    Can I get weather data too?

    No. This specific connector is built for geocoding and elevation data only.

  • 05

    Will the AI remember my previous locations?

    Yes, as long as they are within your current chat session history.

  • More questions about Open-Meteo? See everything the Open-Meteo Connector can do

Connect Open-Meteo to Claude, Cursor, ChatGPT & more