• VALID
  • FIXED
  • COORDS
  • REVIEW

How to standardize address data with your AI

Connect Precisely to your AI client once. From then on, your agent handles the heavy lifting of cleaning and validating messy location data.

Ask AI about this page

Short answer

How can I use AI to fix messy addresses?

Your AI uses Precisely to check incomplete or incorrectly formatted strings against official postal records. It turns broken text into deliverable, standardized addresses. You'll get a clean dataset ready for shipping or mapping.

Where every issue lands.

The outcomes of address cleaning

The AI sorts your data into these specific categories based on what it finds.

VALID

Verified postal records

The AI confirms the address is real and deliverable. You get a clean, standardized string ready for use.

FIXED

Corrected typos

The AI fixes common spelling errors or missing components. It turns '123 Main Strt' into '123 Main St'.

COORDS

Mapped locations

The AI converts physical addresses into precise geographic coordinates. This makes your data ready for maps.

REVIEW

Human intervention needed

If an address is too broken to fix, the AI flags it. You decide whether to discard it or manually correct it.

The workflow

What your AI does when data arrives.

Your agent acts as a data steward, running every string through a series of validation checks.

  1. Identify intent

    The AI looks at your raw text to determine if it's a street address, a city, or just a random string.

    autocomplete_address

  2. Validate accuracy

    The AI checks the input against official postal databases to ensure the location actually exists.

    verify_address

  3. Standardize format

    The AI rewrites the address into a consistent, official format used by postal services.

    verify_address

  4. Extract coordinates

    The AI finds the exact latitude and longitude for the verified location.

    reverse_geocode

Try it

Copy these to start.

Use these prompts to kick off the process with your agent.

Starting points

These are opening lines. Replace the bracketed text with your specific file or data source.

Precisely Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_aDI9vDguBchmD8aliGPZ1yYBiejSO06QKIj9nfHO/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 — Precisely capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "precisely-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_aDI9vDguBchmD8aliGPZ1yYBiejSO06QKIj9nfHO/mcp"
    }
  }
}
Copy into chat04

  • Clean up the address column in this Google Sheet using Precisely.

  • Check these customer addresses from my CSV for deliverability.

  • Standardize all the addresses in this text block to USPS format.

  • Find the latitude and longitude for the addresses in my contact list.

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

Start here

Connect Precisely once, then ask.

Just click the link to connect. Your credentials stay encrypted, and you can immediately start asking your AI to process data.

Connect Precisely to your AI

FAQ

How this task behaves

  • 01

    Can the AI fix a completely fake address?

    No. If the address doesn't exist in the postal database, the AI will flag it as invalid rather than making up a location.

  • 02

    Will the AI change my original data?

    No. The AI processes the data and provides the cleaned version to you. It does not overwrite your source files unless you explicitly tell it to.

  • 03

    Can it find coordinates for any location?

    It can find coordinates for any address that is successfully verified through the postal tools.

  • 04

    Does it handle international addresses?

    The capability depends on the specific postal data available through the tools, but it is primarily designed for standard postal validation.

  • 05

    What happens if the address is just a city name?

    The AI will attempt to use the tools to find a valid postal record for that city or flag it if it's too vague to verify.

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

Connect Precisely to Claude, Cursor, ChatGPT & more