• ORDER
  • TIME
  • DATA
  • HUMAN

How to optimize delivery routes with your AI

Connect Mapbox to your AI client to turn a list of addresses into a logical, timed driving sequence.

Ask AI about this page

Short answer

How can I use AI to fix my delivery routes?

Your AI uses Mapbox to calculate the distance and time between every stop in your list. It then runs an optimization algorithm to find the shortest path. You get a specific, ordered list of stops that minimizes driving time.

The results of your optimization

What you get from the AI

Once the AI processes your locations, you get these specific outputs.

ORDER

Optimized stop sequence

The AI reorders your list of addresses. You receive a clean, sequential list that follows the most efficient path.

TIME

Estimated travel durations

The AI calculates the time between each stop. You'll know exactly how long each leg of the trip takes.

DATA

Precise distance metrics

The AI pulls exact road distances for every segment. This gives you a realistic view of the total mileage.

HUMAN

Manual route adjustments

The AI provides the math, but you decide if a specific stop needs to be prioritized for a customer or a time window.

The workflow

What your AI does when the addresses arrive.

The AI handles the heavy math and geospatial lookups so you don't have to.

  1. Map the locations

    The AI identifies the coordinates and road distances for every address you provide.

    get_distance_matrix

  2. Solve the sequence

    The AI runs the distance data through an optimization solver to find the best order.

    solve_optimization

  3. Verify the path

    The AI checks the math to ensure the suggested order actually minimizes the total travel time.

    get_distance_matrix

  4. Present the route

    The AI delivers the final, ordered list of stops to your chat interface.

    solve_optimization

Try it

Copy these to start.

Use these prompts to kick off the optimization process.

Starting points

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

Mapbox Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_fTy0n36D4L7Wh6xNifvBicHEiOQXR2KxRxltgy1H/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-maps-geospatial-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_fTy0n36D4L7Wh6xNifvBicHEiOQXR2KxRxltgy1H/mcp"
    }
  }
}
Copy into chat04

  • Optimize the delivery route for these addresses: [Paste addresses here]

  • Calculate the travel times and best stop order for my stops in this CSV: [Paste CSV data]

  • I have 10 stops in downtown Chicago. Use Mapbox to find the most efficient driving sequence.

  • Find the shortest path for these locations and tell me the total estimated driving time: [Paste locations]

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

Start here

Connect Mapbox once, then ask.

One click connects Mapbox to your AI client. Your credentials stay encrypted, and you can start routing immediately.

Connect Mapbox to your AI

FAQ

How this task behaves

  • 01

    Can the AI drive the vehicle?

    No. The AI only calculates the mathematical route based on Mapbox data.

  • 02

    Does the AI account for real-time traffic?

    The AI uses the distance and time data provided by the Mapbox tools to calculate the most efficient path.

  • 03

    Can the AI automatically update my GPS?

    No. The AI provides the optimized list of stops, but you must manually enter them into your navigation device.

  • 04

    Will the AI delete my original address list?

    No. The AI only reads your data to perform calculations; it does not modify or delete your source files.

  • 05

    Can I add time windows for specific stops?

    The AI optimizes based on the tools available, which focus on distance and travel time for the most efficient sequence.

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

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