An astronaut overseeing a futuristic data hub
Download PDFMarkdown Version

Connect Mapbox (Alternative) to ChatGPT, Claude and Gemini

Set it up once and it works in ChatGPT, Claude, Cursor, and any other client you love. It all runs safely in the background, so you can relax and focus on what really matters. Turn your AI agent into a GIS expert.

Ask AI about this Connector

Developed, maintained, and hosted by Vinkius.

MCP VERIFIED · PRODUCTION READY · VINKIUS GUARANTEED

Waiting for input…

Works with modern AI clients that support MCP, including ChatGPT, Claude, Cursor, and more.

ChatGPTClaudeCursorPerplexityGeminiMicrosoft CopilotRaycastMeta AI

Your AI does the work. We keep it safe and sound.

No other AI tool gives you this. Your workflow runs in the client you already love, your account stays protected, and you decide what the agent can and cannot do. It is the whole reason to make the switch.

Each Connector lives inside our infrastructure, the same place where your workflow runs. The three things below are already part of it, working quietly in the background so you never have to think about them. Nothing to add, nothing to set up, nothing to worry about.

A futuristic MCP client docking bay
V8 Isolate01

Each Connector runs inside its own sealed environment.

Each Connector runs inside its own sealed V8 runtime — no access to your files, your system, or other servers. A Connector never sees past its own request.

Kill Switch02

One switch stops every agent. Instantly.

One action deactivates every Connector, revokes every token, and ends every session at once. AI Governance keeps the record.

FinOps per User03

Spending limits that pause instead of surprise.

Every user keeps their own connections and credentials, isolated from everyone else. Anything that would cross your spending limit is held for your approval, not billed.

Three controls, built into the layer your AI connects through.

Curated set · 27 capabilities

We ship only the actions that matter.

Capability set01 / 07

01-04

4 capabilities in this set.

Part of 27 available through Mapbox.

  1. 01

    Searchbox forward

    Performs forward searches using the Search Box API.

  2. 02

    Searchbox retrieve

    Fetches full details for a specific suggestion from the Search Box API.

  3. 03

    Get static image

    Generates a standalone static map image for specific coordinates and styles.

  4. 04

    Get vector tile

    Retrieves vector tiles in mvt or .vector.pbf format from a Mapbox-hosted tileset.

Capability set02 / 07

05-08

4 capabilities in this set.

Part of 27 available through Mapbox.

  1. 05

    List datasets

    Returns a list of all Mapbox datasets associated with your account.

  2. 06

    List tokens

    Shows the access tokens available to your user account.

  3. 07

    Publish tileset

    Publishes a tileset using the Mapbox Tiling Service (MTS).

  4. 08

    Searchbox reverse

    Performs reverse searches using the Search Box API.

Capability set03 / 07

09-12

4 capabilities in this set.

Part of 27 available through Mapbox.

  1. 09

    Searchbox suggest

    Provides interactive location suggestions with autocomplete functionality.

  2. 10

    Geocode batch

    Processes multiple geocoding requests in a single batch call.

  3. 11

    Geocode forward

    Converts addresses or place names into geographic coordinates.

  4. 12

    Get dataset feature

    Fetches a specific feature from one of your Mapbox datasets.

Capability set04 / 07

13-16

4 capabilities in this set.

Part of 27 available through Mapbox.

  1. 13

    Get isochrone

    Calculates reachable areas based on a set time or distance limit.

  2. 14

    Get map matching

    Aligns imprecise GPS traces to the actual road network.

  3. 15

    Get tilequery

    Queries specific feature data from tilesets at a given longitude and latitude.

  4. 16

    Create token

    Generates a new Mapbox access token.

Capability set05 / 07

17-20

4 capabilities in this set.

Part of 27 available through Mapbox.

  1. 17

    Delete token

    Removes an existing Mapbox access token.

  2. 18

    Create tileset source

    Sets up a new source for the Mapbox Tiling Service (MTS).

  3. 19

    Geocode reverse

    Converts geographic coordinates back into human-readable addresses.

  4. 20

    Get directions

    Computes optimal driving routes and provides turn-by-turn instructions.

Capability set06 / 07

21-24

4 capabilities in this set.

Part of 27 available through Mapbox.

  1. 21

    Get feedback

    Retrieves user feedback data.

  2. 22

    Get matrix

    Calculates travel times or distances between multiple points.

  3. 23

    Get optimization

    Retrieves the results of a previously submitted optimization task.

  4. 24

    Submit feedback

    Sends user feedback to the system.

Capability set07 / 07

25-27

3 capabilities in this set.

Part of 27 available through Mapbox.

  1. 25

    Submit optimization

    Solves Traveling Salesperson Problems for fleet routing optimization.

  2. 26

    Get raster tile

    Retrieves raster tiles in png, jpg, webp, or grid.json formats.

  3. 27

    Update dataset feature

    Modifies an existing feature within a Mapbox dataset.

Real work

What teams actually run

01

Fleet Routing

A logistics manager asks the agent to solve a route optimization problem for a set of delivery stops.

02

Spatial Research

An analyst uses the agent to query specific feature data from a tileset at a precise coordinate.

03

Map Visualization

A developer requests a static map image of a specific city to include in a report.

04

Geocoding Workflows

A user performs batch geocoding to convert a list of addresses into coordinates.

Automate a task

Put Mapbox to work on one thing.

Step-by-step automations your AI runs through this Connector: the workflow, the prompts to start with, and the exact capabilities behind each move.

One connector, every AI

Mapbox works with the most popular AI clients.

These are the most popular clients, each with a step-by-step guide: one link, set up once, with governance and visibility built in. And because everything runs on the MCP standard, the same connection also works in any other compatible client — nothing to rebuild.

ClaudeClaudeChatGPTChatGPTGeminiGeminiPerplexityPerplexityGrokGrokMicrosoft CopilotMicrosoft CopilotCursorCursorVS CodeVS CodeWindsurfWindsurfJetBrainsJetBrainsClineClineLangChainLangChainVercel AI SDKVercel AI SDKLovableLovableZ.aiZ.aiRaycastRaycastQwen CodeQwen CodeKimi CodeKimi CodeLe ChatLe Chat

Building your own app? The connector is yours to use.

You don't need a client to put Mapbox to work: the same hosted connection plugs into your own applications and agent code, with the same governance on every request. Build with it, chat with it — one connection for both.

Observed, not estimated

1186ms average. Fast in production.

Mapbox is checked daily against the live service.

Daily averagePeak 1361ms
Oct 3Today
Fastest day
1006ms
Slowest day
1361ms
14-day trend
Stable+4%

Connect your client

One URL. Every client.

Activate the Connector, copy your link, and paste it into the client you already use. 27 capabilities arrive ready to run.

Preview access · not provider authentication

The vk_preview_* token belongs to Vinkius preview infrastructure. It lets Claude discover and display the capabilities of Mapbox, so you can see the experience inside your AI.

It does not authenticate your account with Mapbox. Actions requiring credentials or live account data may not run until you activate the Connector and authorize the service.

Mapbox Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_feuCsMrdUMQVcySXmvWHZ3qiBeFWtDMTgS8QvxFG/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-alternative-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_feuCsMrdUMQVcySXmvWHZ3qiBeFWtDMTgS8QvxFG/mcp"
    }
  }
}
  • Claude
  • ChatGPT
  • Cursor
  • VS Code
  • Windsurf
  • Claude Code
  • JetBrains
  • Cline

Step-by-step instructions for each client are in the guide. How to connect

Guided setup for Claude? Set up Mapbox in Claude and other AIs

See all the AI clients this connector works with ↑

Who it's for

Built for the work Mapbox owners hand off.

This MCP is built for professionals who need to bridge the gap between raw geospatial data and actionable insights.

  • 01

    GIS Specialists

    Inspect dataset features and tileset statuses without leaving their editor.

  • 02

    Logistics Managers

    Optimize fleet movements by requesting travel matrices and routes via prompts.

  • 03

    Data Analysts

    Perform spatial queries and pull feature metadata for geographic research.

FAQ

Questions Mapbox owners ask.

  • 01

    What do I need to use this MCP?

    You need a Mapbox account and a valid Access Token, which can be either a public or secret token.

  • 02

    Which AI clients can I use with this?

    You can use this MCP with any compatible client, including Claude, Cursor, and Windsurf.

  • 03

    Can I manage my Mapbox datasets through the AI?

    Yes, you can list, retrieve, and update features within your datasets directly through the conversation.

  • 04

    Does this support fleet routing?

    Yes, the agent can solve Traveling Salesperson Problems and retrieve optimization solutions.

  • 05

    How do I get map images?

    You can ask your agent to generate static map images for specific coordinates and zoom levels.

  • 06

    Can I calculate driving directions between two points using this server?

    Yes! Use the get_directions capability. You need to provide a routing profile (like mapbox/driving) and the coordinates as a semicolon-separated string of longitude and latitude.

  • 07

    How do I find information about map features at a specific coordinate?

    You can use the get_tilequery capability. By providing a tileset ID and the longitude/latitude, the agent will retrieve data about the specific features located at that point.

  • 08

    Is it possible to update my Mapbox datasets through the AI?

    Yes, the update_dataset_feature capability allows you to modify a specific feature within a dataset by providing the dataset ID, feature ID, and the new GeoJSON data.

Explore

More in Developer Tools

Suggestions

Connect Mapbox to Claude, Cursor, ChatGPT & more