• COORDINATES
  • MATCHES
  • REVIEWS
  • DATA

How to batch geocode addresses with your AI

Connect ArcGIS to your AI client to turn messy address lists into clean geographic data. Once connected, you just provide the text and your agent handles the mapping.

Ask AI about this page

Short answer

How can I batch geocode addresses using my AI?

Your AI uses the ArcGIS Connector to process large sets of addresses and return their exact coordinates. It identifies the best matches for each entry and outputs the resulting spatial data. You'll get a structured list of coordinates ready for mapping.

Where your data lands.

The results of your geocoding.

The AI handles the heavy lifting of spatial lookups, leaving you with clean results.

COORDINATES

Precise lat/long pairs

The AI converts text strings into exact geographic points. You get a clean set of coordinates for every valid address found.

MATCHES

Verified address candidates

When addresses are ambiguous, the AI finds the most likely matches. It filters through possibilities to find the right location.

REVIEWS

Human verification needed

If the AI finds multiple potential matches for a single address, it flags them. You decide which specific location is correct.

DATA

Ready for mapping

The final output is structured data. You can drop these coordinates directly into your GIS software or mapping tools.

The workflow

What your AI does when the list arrives.

The AI acts as the bridge between your raw text and the ArcGIS engine.

  1. Parsing the list

    Your agent reads through your provided text or spreadsheet to identify individual address entries.

    find_address_candidates

  2. Finding candidates

    The AI searches for potential matches in the ArcGIS database to ensure the address exists.

    find_address_candidates

  3. Executing geocoding

    The agent sends the validated addresses to ArcGIS to generate the final coordinate sets.

    batch_geocode_addresses

  4. Formatting results

    The AI organizes the resulting latitude and longitude values into a format you can actually use.

    batch_geocode_addresses

Try it

Copy these to start.

Use these prompts to trigger the geocoding process immediately.

Starting points

These are basic starting points. Swap out the bracketed text with your actual file names or address lists.

ArcGIS Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_90QOVDXHgYRzp1rsMqs5KxfhxC7CxA5mYxQLHyIX/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 — ArcGIS capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "arcgis-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_90QOVDXHgYRzp1rsMqs5KxfhxC7CxA5mYxQLHyIX/mcp"
    }
  }
}
Copy into chat04

  • Batch geocode the addresses listed in my spreadsheet named 'customer_locations.csv'.

  • Find the best address candidates for these three entries: 123 Main St, Springfield; 456 Oak Ave, Metropolis; 789 Pine Rd, Gotham.

  • Take the address list from my text file and convert them into coordinates using ArcGIS.

  • Check these addresses in my 'delivery_routes.txt' file and tell me if any couldn't be geocoded.

  • Claude
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Start here

Connect ArcGIS once, then ask.

Just link your ArcGIS account to Vinkius. Your credentials stay encrypted and private, and you can start geocoding through any MCP-compatible client right away.

Connect ArcGIS to your AI

FAQ

How this task behaves.

  • 01

    Can the AI fix typos in my addresses?

    The AI uses the address candidate tool to find the closest valid match, but it does not rewrite your original source data.

  • 02

    Will the AI create new map files for me?

    No. The AI generates the coordinate data, but you must take that data and import it into your own mapping software.

  • 03

    What happens if an address isn't found?

    If the tool cannot find a match, the AI will report that the address could not be geocoded.

  • 04

    Can I use this to update my existing ArcGIS layers?

    No. This MCP is designed to process lists and return coordinates, not to modify or write to your existing ArcGIS layers.

  • 05

    Does the AI decide which address is correct if there are two matches?

    No. If multiple candidates exist, the AI identifies them, but you must perform the final selection.

  • More questions about ArcGIS? See everything the ArcGIS Connector can do

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