Vinkius

Mapbox MCP. Calculate routes and optimize complex journeys.

Mapbox (Maps & Geospatial) gives your AI agent world-class control over location data. Use it to find coordinates from addresses, plot multi-stop delivery routes, calculate reachable areas by walking time, and analyze elevation at any point on Earth.

Mapbox MCP is compatible with Claude Claude
Mapbox MCP is compatible with ChatGPT ChatGPT
Mapbox MCP is compatible with Cursor Cursor
Mapbox MCP is compatible with Gemini Gemini
Mapbox MCP is compatible with Windsurf Windsurf
Mapbox MCP is compatible with VS Code VS Code
Mapbox MCP is compatible with JetBrains JetBrains
Mapbox MCP is compatible with Vercel Vercel
See Vinkius in Action

Give Claude and any AI agent real-world access

Find Coordinates from Text

The system converts text addresses or place names into exact latitude and longitude coordinates.

Calculate Optimal Routes

It figures out the best paths for driving, walking, or cycling between multiple points, factoring in real-time traffic.

Optimize Multi-Stop Trips

The system solves complex routing puzzles (like the Traveling Salesperson Problem) to give you the most time-efficient visit order for a group of locations.

Analyze Reachable Areas

It draws polygons showing what area is reachable from a point within a set travel time, whether by foot or car.

Clean GPS Data Tracks

The system corrects noisy or inaccurate GPS tracking data so it aligns perfectly with actual road networks.

Determine Altitude and Elevation

You can query the precise elevation data for any specific coordinate point on the map.

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AI Agent
Mapbox

What AI agents can do with Mapbox (Maps & Geospatial) with 10 Tools

These ten tools let you perform everything from searching for addresses to calculating complex travel matrices, giving your AI client full control over location data.

Make your AI actually useful.

Add this MCP to Claude, Cursor, or Windsurf and your AI stops guessing. It gets real tools to look things up, take action, and handle the stuff you keep doing by hand.

Start using Mapbox (Maps & Geospatial) MCP

Get Directions

Calculates driving, walking, or cycling directions between any two points.

Get Elevation

Retrieves the elevation data for a specific geographical coordinate point.

Search Places

Finds locations, addresses, or points of interest using Mapbox's search...

Get Isochrones

Calculates polygons that show all areas reachable within a set amount of travel time.

Snap To Road

Cleans up noisy GPS data tracks by aligning them perfectly to the official road...

Get Distance Matrix

Calculates a comprehensive table of travel times and distances between multiple origins and destinations.

Solve Optimization

Determines the most efficient order to visit a set of locations, minimizing overall travel time for multi-stop trips.

Reverse Geocode

Identifies specific place names or addresses based on given coordinates.

Geocoding Session

Performs autocomplete searches for addresses while maintaining a continuous session...

Generate Static Map

Creates a static image URL of a map centered on specific coordinates.

Security and governance baked right in.

Pick your AI client below to get set up. Just create a Vinkius account, subscribe, and you're instantly up and running. We handle the entire backend infrastructure, delivering out-of-the-box support for HTTPS Streamable, SSE, and OAuth2—zero messy routing required.

Mapbox MCP is compatible with Claude

Claude AI

1

Open Claude Settings

Go to claude.ai, click your profile icon, then navigate to Customize → Connectors.

2

Add Custom Connector

Click the "+" button and select Add custom connector. Paste your Vinkius endpoint URL:

https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp

Replace [YOUR_TOKEN_HERE] with your token from cloud.vinkius.com. For OAuth-protected servers, expand Advanced settings to add credentials.

3

Start a conversation

Open a new chat. The Mapbox integration is available immediately — no restart needed.

Choose How to Get Started

Build a custom MCP for your own tools, or connect a ready-made integration from our catalog.

Build Your Own

Turn any API into an MCP. Import a spec, define Agent Skills, or deploy with MCPFusion.

  • Import from OpenAPI, Swagger, or YAML specs
  • Create Agent Skills with progressive disclosure
  • Deploy to edge with MCPFusion framework
  • Built in DLP, auth, and compliance on each call
  • Real time usage dashboard and cost metering
  • Publish to catalog or keep private
Start building

Make Your AI Do More

Start with Mapbox (Maps & Geospatial), then connect any of our 5,200+ other servers whenever your AI needs more. One click, no limits.

  • Use this MCP plus 5,200+ others, all in one place
  • Add new capabilities to your AI anytime you want
  • Connections are secured and governed automatically
  • Track usage and costs across all your servers
  • Works with Claude, ChatGPT, Cursor, and more
  • New servers added to the catalog weekly
Mapbox MCP server cover

Independent Platform Disclaimer: Vinkius is an independent platform and is not affiliated with, endorsed by, sponsored by, verified by, or otherwise authorized by Mapbox. All third-party trademarks, logos, and brand names are the property of their respective owners. Their use on this website is strictly for informational purposes to identify service compatibility and interoperability.

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Mapping out logistics used to be an absolute headache.

Today, figuring out optimal routes or analyzing service areas means juggling multiple tools. You export raw GPS data into one spreadsheet, then manually input coordinates into a separate mapping platform just to check the distance matrix. If you have dozens of stops, you spend hours trying to figure out the most efficient sequence without even talking to a human.

With this MCP, your agent handles all that complexity behind the scenes. You describe the problem—'We need to visit these 12 sites in the shortest time possible.'—and it returns the optimized order and total travel time instantly.

Mapbox (Maps & Geospatial) MCP gives you geographic intelligence.

You no longer have to write complex code just to validate if a coordinate pair is actually on a road, or calculate the reachable area for city planning. The system handles data cleaning and geometry calculation automatically.

This means your AI agent can move from vague human questions about 'coverage' directly to actionable, geometrically accurate results.

What Mapbox MCP does for your AI

Need to work with geography? This MCP connects advanced mapping intelligence directly into your AI client. You stop manually opening GIS software or struggling with messy spreadsheets of GPS points. Instead, you talk to your agent—your agent handles the complex math behind location data.

For example, instead of figuring out the best path for a delivery team visiting ten sites, you simply ask the system what the optimal sequence is and how long it'll take. You can calculate all-to-all travel times between dozens of points or determine exactly which areas are reachable within a 15-minute bike ride.

It’s like having a professional logistics planner available instantly through natural conversation. If you use Vinkius for your catalog, this MCP provides the precise tools to build location-aware applications without ever touching API documentation.

Built · Hosted · Managed by Vinkius Mapbox (Maps & Geospatial) - Geocoding and Routing MCP
Server ID 019d75ce-c37d-7279-9bdf-3e9de8b125ef
Vinkius Inspector
Compliance Grade A+
Score 100/100
Vinkius Inspector Badge — Score 100/100

Frequently asked questions about Mapbox MCP

How do I find the coordinates for an address using Mapbox (Maps & Geospatial)? +

You use search_places. Simply ask your agent to find the location name or address, and it returns precise latitude and longitude coordinates.

Can I calculate travel time between multiple stops with Mapbox (Maps & Geospatial)? +

Yes, you should use get_distance_matrix. This tool computes a full matrix of travel times and distances for all origins and destinations simultaneously.

What is the best way to optimize a delivery route using Mapbox (Maps & Geospatial)? +

For finding the absolute most efficient visiting order, use solve_optimization. It solves the complex Traveling Salesperson Problem for you.

How does get_isochrones work with Mapbox (Maps & Geospatial)? +

It calculates reachable areas by time. For example, it draws a polygon showing every place accessible within a 15-minute walk from your starting point.

Does Mapbox (Maps & Geospatial) help me clean my own GPS data? +

Yes, use snap_to_road. This tool cleans up noisy or inaccurate GPS traces by forcing them to align perfectly onto the actual road network.