• COORDINATES
  • TOPOGRAPHY
  • BOUNDARIES
  • HUMAN

How to enrich geographic datasets with your AI

Connect Geoapify to your AI client once. From then on, your agent handles the heavy lifting of spatial data enrichment.

Ask AI about this page

Short answer

How can I add spatial details to my data using AI?

Your AI uses Geoapify to pull in elevation, find administrative boundaries, and turn addresses into coordinates. You get a complete spatial profile for every point in your dataset.

Data outcomes

Where your data lands.

The AI processes your raw inputs and maps them to these specific outcomes.

COORDINATES

Precise location points

The AI converts text addresses or place names into exact latitude and longitude. This gives your data a physical anchor on a map.

TOPOGRAPHY

Elevation profiles

Your agent pulls height data for specific coordinates. You'll have the exact altitude for every point in your set.

BOUNDARIES

Administrative context

The AI identifies which city, county, or region a coordinate belongs to. This adds vital political and regional layers to your data.

HUMAN

Final data review

The AI prepares the enriched dataset for your inspection. You decide which points are accurate enough to move into your production environment.

The workflow

What your AI does when the data arrives.

The AI acts as a bridge between your raw text and Geoapify's spatial intelligence.

  1. Locate points

    The AI takes your list of addresses or place names and finds their exact positions.

    geocode_search

  2. Add height data

    Once the coordinates are set, the AI fetches the elevation for those specific spots.

    get_elevation

  3. Map regions

    The AI looks up the administrative hierarchy to see which boundaries contain your points.

    get_boundaries_part_of

  4. Consolidate results

    The AI bundles the coordinates, height, and regional info into a structured format for you.

    geocode_searchget_elevationget_boundaries_part_of

Try it

Copy these to start.

Use these prompts to kick off the enrichment process.

Starting points

Swap the bracketed text for your actual file names or specific location lists.

Geoapify Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_xsGMH7uRVQZEB3KXYJOGtryLuRVJb5NWJ7TSeN7y/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 — Geoapify capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "geoapify-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_xsGMH7uRVQZEB3KXYJOGtryLuRVJb5NWJ7TSeN7y/mcp"
    }
  }
}
Copy into chat04

  • Geocode these addresses from my spreadsheet and give me the coordinates: [paste addresses].

  • Find the elevation for the coordinates in this CSV: [upload file].

  • Tell me which administrative boundaries these points fall under: [paste coordinates].

  • Take this list of locations and enrich them with coordinates, elevation, and their parent regions.

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

Start here

Connect Geoapify once, then ask.

You only need to link your account once. Your credentials stay encrypted, and you can immediately start asking your AI to process spatial data.

Connect Geoapify to your AI

FAQ

How this task behaves.

  • 01

    Can the AI fix typos in my addresses?

    The AI uses the geocoding tool to find the closest matching real-world location, but it doesn't rewrite your original source file.

  • 02

    Will the AI delete my original dataset?

    No. The AI only reads your data to perform the enrichment. It cannot modify or delete your original files.

  • 03

    Can the AI create custom map shapes?

    No. The tools are limited to retrieving existing elevation, boundaries, and coordinates.

  • 04

    Does the AI handle bulk uploads?

    Yes, as long as you provide the data in a format your AI client can read, like a CSV or a list.

  • 05

    Can the AI change the administrative boundaries?

    No. The AI can only report which existing boundaries a coordinate belongs to.

  • More questions about Geoapify? The Connector page answers them. See everything the Geoapify Connector can do

Connect Geoapify to Claude, Cursor, ChatGPT & more