The Mapbox MCP Server equips AI agents with spatial reasoning using a unified interface for maps, geocoding, routing, and POIs. Available as both a hosted service and a self-hosted version.

Equip AI coding tools with geospatial skills for Mapbox development. Supercharge Mapbox workflows with a natural language execution layer for tokens, styles, data formatting, and more.

Experience what’s possible when maps become conversational. Built with the MCP Server, the demo Location Agent combines large-language-model reasoning with the precision of Mapbox APIs to deliver intelligent, context-aware answers to geospatial questions.

A new tool that simplifies how you upload, edit, and publish custom data. Drag and drop files with limited or no preliminary data cleaning, edit data directly in the workbench without exporting, get intuitive MTS recipe recommendations and preview data before tiling it.

This capability enables developers to integrate indoor maps through a single, unified platform, delivering a polished, intuitive, and turnkey experience. This includes 125 indoor airport maps available by default on the Mapbox Standard basemap.

Solve compliance and safety needs with Custom Zone Avoidance by routing vehicles around no-go zones defined with custom data. Ideal for fleets like delivery vehicles avoiding areas at certain hours, heavy vehicles restricted from certain roads, or e-bikes staying within approved zones.

Mapbox Boundaries provides high-precision administrative, postal, and custom boundaries in flat file format — ready to integrate with BI dashboards, ML pipelines, and geospatial analytics workflows.

Set the linear scaling of icons and text across an entire style. Build this during the design phase in Mapbox Studio or dynamically at runtime via the web and mobile SDKs.