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Connect Mapbox Maps Geospatial 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 natural language into precise location data and optimized routes.

Ask AI about this Connector

Developed, maintained, and hosted by Vinkius.

MCP VERIFIED · PRODUCTION READY · VINKIUS GUARANTEED

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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 · 10 capabilities

We ship only the actions that matter.

Capability set01 / 03

01-04

4 capabilities in this set.

Part of 10 available through Mapbox.

  1. 01

    Get elevation

    This capability pulls elevation data for a specific coordinate point.

  2. 02

    Geocoding session

    Use this to run autocomplete geocoding operations within a managed session.

  3. 03

    Get distance matrix

    This capability calculates a matrix of travel times and distances between multiple points.

  4. 04

    Reverse geocode

    Use this to turn GPS coordinates into readable addresses or place names.

Capability set02 / 03

05-07

3 capabilities in this set.

Part of 10 available through Mapbox.

  1. 05

    Solve optimization

    This capability solves the Traveling Salesperson Problem to find the most efficient trip order.

  2. 06

    Generate static map

    This capability creates a URL for a static map image centered on your chosen coordinates.

  3. 07

    Get directions

    Use this to get driving, walking, or cycling directions between locations.

Capability set03 / 03

08-10

3 capabilities in this set.

Part of 10 available through Mapbox.

  1. 08

    Get isochrones

    This capability calculates polygons representing areas reachable within a set travel time.

  2. 09

    Search places

    Use Mapbox geocoding to find specific addresses, places, or points of interest.

  3. 10

    Snap to road

    This capability aligns noisy or inaccurate GPS traces to the actual road network.

Real work

What teams actually run

01

Fleet Management

Calculate distance matrices and optimize delivery sequences for multiple vehicles.

02

Urban Planning

Use isochrones to see which neighborhoods are within walking distance of transit.

03

App Development

Test geocoding and routing logic by talking to the Mapbox API through an agent.

04

Data Enrichment

Add elevation and precise coordinate metadata to existing location datasets.

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

973ms average. Fast in production.

Mapbox is checked daily against the live service.

Daily averagePeak 1141ms
Oct 3Today
Fastest day
802ms
Slowest day
1141ms
14-day trend
Slowing+14%

Connect your client

One URL. Every client.

Activate the Connector, copy your link, and paste it into the client you already use. 10 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_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"
    }
  }
}
  • 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 natural language and spatial data.

  • 01

    Software Developers

    They use the agent to integrate mapping services and validate geocoding results.

  • 02

    Logistics Managers

    They hand off route optimization and distance matrix tasks to the agent.

  • 03

    Data Analysts

    They use the agent to clean GPS datasets and enrich points with elevation data.

FAQ

Questions Mapbox owners ask.

  • 01

    How do I connect my Mapbox account?

    You just need to enter your Mapbox Access Token after subscribing to the MCP on Vinkius. Once that is done, it is ready to use in your AI client.

  • 02

    Which AI clients can use this Mapbox MCP?

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

  • 03

    Can this MCP solve delivery route problems?

    Yes, it includes a capability to solve the Traveling Salesperson Problem, which finds the most efficient order to visit multiple locations.

  • 04

    Does it support real-time traffic data?

    Yes, the routing capabilities can calculate ETAs that account for current traffic conditions.

  • 05

    Can I get images of the maps?

    Yes, you can use the capability to generate static map image URLs centered on specific coordinates.

  • 06

    Can I calculate which areas are reachable within a 10-minute drive through my agent?

    Yes. Use the get_isochrones capability by providing the center coordinates and '10' as the minutes parameter. Your agent will return GeoJSON polygons representing the reachable areas for the specified profile (driving, walking, or cycling).

  • 07

    How do I optimize a delivery route with multiple stops through a conversation?

    The solve_optimization capability determines the most efficient order to visit a list of coordinates. Your agent will process the request and return the optimized sequence, minimizing either travel time or distance for your logistics workflow.

  • 08

    Can my agent generate a map image for a specific location?

    Absolutely. Use the generate_static_map capability by specifying the center, zoom, and resolution. Your agent will provide a usable Mapbox static image URL, perfect for visual verification without needing a mapping library.

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