• GEOCODING
  • REVERSING
  • CLEANING
  • HUMAN

How to convert addresses to coordinates with your AI

Connect MapQuest to your AI client to turn text-based locations into usable map data. Once connected, your agent handles the heavy lifting of coordinate conversion.

Ask AI about this page

Short answer

How can I turn addresses into latitude and longitude?

Your AI uses the MapQuest MCP to translate any text address into exact geographic coordinates. It can also do the reverse by turning coordinates back into readable addresses. You'll get clean, structured data for your maps.

The outcomes

Where your data lands

The AI processes your location data and delivers these specific results.

GEOCODING

Precise coordinates

The AI converts street names and cities into latitude and longitude. You get clean numerical data for every address provided.

REVERSING

Readable addresses

The AI takes raw coordinates and finds the corresponding street address. This turns map points back into human-readable text.

CLEANING

Standardized formats

The AI parses messy or incomplete address strings. It outputs consistent, structured location data every time.

HUMAN

Manual verification

If an address is too vague for the tool to find, the AI flags it. You decide how to fix those specific locations.

The workflow

What your AI does when the address arrives.

Your agent acts as the bridge between your text and the MapQuest engine.

  1. Parse the input

    Your AI reads the address from your chat, sheet, or document. It identifies the specific components needed for a lookup.

    geocode_address

  2. Fetch coordinates

    The agent sends the cleaned address to MapQuest to find the exact spot on the globe.

    geocode_address

  3. Reverse lookup

    If you provide points instead of text, the AI finds the physical location for those coordinates.

    reverse_geocode

  4. Format results

    The AI organizes the resulting latitude, longitude, or address into the format you requested.

    geocode_addressreverse_geocode

Try it

Copy these to start.

Use these prompts to trigger the MapQuest tools immediately.

Starting points

Replace the bracketed text with your actual data, like a specific spreadsheet or a list of addresses.

MapQuest Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_NACP8Hsfc76ExF0bIRtQxDwkOBXX9JIolwOvGzSh/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 — MapQuest capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "mapquest-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_NACP8Hsfc76ExF0bIRtQxDwkOBXX9JIolwOvGzSh/mcp"
    }
  }
}
Copy into chat04

  • Geocode this list of addresses from my Google Sheet: [paste addresses].

  • Find the latitude and longitude for the headquarters of [Company Name].

  • Take these coordinates [lat, long] and tell me what street address they belong to.

  • Convert all the addresses in this text block into a clean CSV format with lat/long columns.

  • Claude
  • ChatGPT
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  • JetBrains
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Start here

Connect MapQuest once, then ask.

One click connects the MapQuest MCP to your AI client. Your credentials stay encrypted, and you can start geocoding immediately.

Connect MapQuest to your AI

FAQ

How this task behaves

  • 01

    Can the AI fix typos in my addresses?

    The AI can attempt to interpret messy text, but the actual address validation happens through the MapQuest tool. If the tool can't find a match, the AI will tell you it failed.

  • 02

    Can the AI create a custom map for me?

    No. The AI only provides the coordinate data or the address text. You'll need to paste that data into a mapping tool yourself.

  • 03

    Will the AI delete my original address list?

    No. The AI only reads your data to perform the conversion. It has no permission to modify or delete your files.

  • 04

    What happens if an address doesn't exist?

    If the geocoding tool cannot find a location, the AI will report that no match was found for that specific entry.

  • 05

    Can I convert coordinates back to addresses?

    Yes, the AI uses the reverse geocoding tool to turn latitude and longitude into readable addresses.

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

Connect MapQuest to Claude, Cursor, ChatGPT & more