• COORDINATES
  • ADDRESSES
  • CLEAN DATA
  • HUMAN REVIEW

How to convert addresses to coordinates with your AI

Connect Mapbox to your agent once. After that, you can pass any address to your AI and get back exact coordinates.

Ask AI about this page

Short answer

How do I turn text addresses into lat/long?

Your AI uses Mapbox to translate street names and cities into precise coordinates. You can also do the reverse by providing coordinates to get a readable address. This turns unstructured text into data ready for maps.

Where every result lands.

The outcomes of your request

Depending on what you ask, your AI produces one of these four results.

COORDINATES

Precise map points

The AI uses geocoding to turn a street address into a latitude and longitude pair. You get clean numbers ready for any mapping software.

ADDRESSES

Readable locations

If you have coordinates, the AI performs reverse geocoding. It gives you the human-readable street address or place name.

CLEAN DATA

Standardized lists

The AI can process a whole list of messy entries from a sheet. It cleans them into a structured format with matching coordinates.

HUMAN REVIEW

Ambiguous matches

If an address is too vague or doesn't exist, the AI flags it. You'll need to step in and provide the correct location manually.

The workflow

What your AI does when the address arrives.

The AI handles the heavy lifting of looking up spatial data through Mapbox.

  1. Parse the input

    Your agent reads the text you provide and identifies the specific address components like street, city, or zip code.

    geocode

  2. Find the location

    The AI sends the parsed address to Mapbox to find the exact spot on the globe.

    geocode

  3. Identify the place

    If you provide coordinates instead, the AI looks up the physical address associated with that point.

    reverse_geocode

  4. Format the output

    The AI organizes the resulting coordinates or addresses into the specific format you need for your project.

    geocodereverse_geocode

Try it

Copy these to start.

Use these prompts to trigger the Mapbox tools immediately.

Starting points

These are basic ways to start. Swap out the bracketed text with your actual data.

Mapbox Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_znXoExoBtQ0oul4gKnIo9Zrl1E5NxISlrMn5Yhah/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 — Mapbox capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "mapbox-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_znXoExoBtQ0oul4gKnIo9Zrl1E5NxISlrMn5Yhah/mcp"
    }
  }
}
Copy into chat04

  • Geocode this list of addresses from my spreadsheet: [paste addresses here]

  • Find the latitude and longitude for [insert address here]

  • What is the street address for these coordinates: [insert lat/long here]

  • Take the addresses in this text file and turn them into a CSV with lat/long columns: [paste text]

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

Start here

Connect Mapbox once, then ask.

You only need to link your Mapbox account once. Vinkius handles the connection, and your agent gets instant access to the tools.

Connect Mapbox to your AI

FAQ

How this task behaves

  • 01

    Can the AI fix a typo in an address?

    The AI can attempt to correct typos during the geocoding process, but it doesn't change your original source data.

  • 02

    Will the AI automatically update my Google Sheet?

    No. The AI can generate the data for you to copy, but it cannot write directly to your external files unless you use a separate connector for that.

  • 03

    What happens if the address is invalid?

    The geocoding tool will return no results for that specific entry, and the AI will tell you it couldn't find a match.

  • 04

    Can I get a map image of the location?

    No. This connector only provides coordinate and address data. It does not generate visual map images.

  • 05

    Does the AI store my address data?

    No. The data is passed to the tools to perform the task and is not stored by the connector.

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

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