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At BUILD with Mapbox, CEO Peter Sirota unveiled new platform services for developers building AI applications and autonomous agents, plus new developer tools to build them faster.
AI models still struggle with spatial intelligence and often fail at location-grounded reasoning. Mapbox closes that gap by serving as the location infrastructure for AI, giving applications, agents, and developer tools real-world spatial context.
Below are the top Mapbox announcements from BUILD with Mapbox 2026.
Updates to agentic mapping engine
Mapbox built agentic mapping capabilities directly into its core data engine. These agents process real-time telemetry from more than 45,000 Mapbox-powered applications — live GPS traces, sensor signals, user feedback, high-resolution satellite imagery, and street-level video. They detect anomalies and generate specialized spatial layers, continuously refreshing the Live Map behind all Mapbox APIs and SDKs. The result: a closed learning loop where every navigation trip sharpens precision across the platform.
1. Mapbox Places API
Now in public preview, the Mapbox Places API delivers structured point-of-interest data powered by the Mapbox agentic mapping engine. Beyond standard business details like hours and contact information, it adds extended attributes, hourly activity and popularity signals, photos, and spatial context — addresses, neighborhoods, buildings, and pedestrian entrances. Mapbox Places also assigns a stable Place ID to every location worldwide, so developer integrations survive business renames or closures and analytics have a persistent foundation.
2. Mapbox Traffic 2.0
Mapbox Traffic 2.0 is a new traffic engine, powered by AI models built from the ground up. It generates accurate ETAs for 98% of trips, incorporates congestion at major maneuvers, forecasts traffic up to 2.5 hours ahead, and absorbs new speed signals within seconds. The models distinguish between maneuver lanes and general-purpose lanes on high-speed roads — a backup at an exit ramp doesn't affect ETAs for drivers passing straight through on the highway. Latency between a real-world speed change and an updated ETA is as low as one minute.
Get started today: Traffic 2.0 is live now in the Mapbox Maps SDK, Navigation SDK, Directions API, Matrix API, and Traffic Data — no action needed if you're already using Mapbox APIs and SDKs.
Location Infrastructure for Apps
3. Mapbox Natural Language Queries in the Search Box API
Mapbox Search already powers thousands of applications, helping people find places by name, category, or location. The new Natural Language Queries feature, now in public preview, lets users search with conversational phrasing — 'find quiet coffee shops nearby with fast wifi and open seating,' for example. It parses combinations of places, categories, locations, amenities, and operating hours and returns ranked results in a single API call. This gives developers a direct way to build conversational search experiences for AI applications and agents.
4. Mapbox AI Mode for Static Images API
Text captures only part of the location — visualization matters as much. Image-generation models are powerful, but like LLMs, they lack ground truth. Mapbox provides precise road and building data, including more than 10,000 custom 3D landmarks, giving those models a grounded reference. The Static Images API already returns a map styled with Mapbox Standard or a custom style built in Mapbox Studio. AI Mode, pre-announced at BUILD, restyles that image at request time using a prompt parameter — turning the same map into a sunny summer afternoon full of tourists, or blanketing Paris in snow it rarely sees — all while remaining grounded in the real roads and buildings of the basemap.
Location Infrastructure for Agents
5. Mapbox Agent Toolkit for Maps and Navigation SDK
Developers are increasingly building AI assistants that interact directly with applications, but these agents often lack an understanding of the physical world. Two new SDK toolkits — for the Navigation SDK and the Maps SDK — close this gap. Agents can read and modify context across more than 35 mapping and navigation controls: a driver can use voice commands to add a stop to a route or check the traffic impact on an upcoming meeting, and a chat agent can add points, control the map view, or get route summaries. These toolkits simplify agent integration, freeing up development resources and shortening time-to-market.
Request access: Mapbox Agent Toolkit for Maps and Navigation
6. Build Agents with Notion
Mapbox is extending its location infrastructure to agents built on other platforms. Through a new Mapbox integration, Notion Agents can now use Mapbox tools to automate spatial workflows inside workspace documents — cleaning and standardizing customer addresses, tracking deliveries, coordinating field operations. A Travel and Offsite Planner Agent, for example, connects to a user's calendar and uses the Mapbox Directions, Search, and Geocoding APIs to amend a meeting invite to a dinner reservation, calculate traffic-aware ETAs, suggest departure times, and schedule commute alerts.
Get started now: add the Mapbox MCP server to Notion as an MCP connector — point it at the hosted endpoint (https://mcp.mapbox.com/mcp) and authenticate.
Location Infrastructure for Builders
7. Mapbox CLI
The new Mapbox CLI lets developers and AI coding agents manage and deploy Mapbox services from the terminal, replacing manual work in the web console with command-line workflows. Developer kits and documentation tell an AI agent what to execute; the CLI gives it the tool to act on its own — no need to wire tokens into every call or hunt through documentation for an endpoint. Agents can pipe APIs together, recover from errors, and programmatically scaffold, configure, and ship location tooling. This speeds up development cycles and makes AI-assisted coding workflows faster and more reliable.
Get started: Download the new CLI
8. Demo Access
Building with Mapbox requires an access token, and getting one used to mean adding a payment method first. Mapbox Demo Access drops that step: a verified email address is enough to create an account and get a working demo token, ready immediately for testing, vibe coding, and prototyping. Developers can try out ideas and evaluate the platform without worrying about an end-of-month bill if usage exceeds the free tier. Coding agents can use it too — with the Mapbox CLI, an agent can create an account, get a demo token, and start building a location experience on its own, with no risk of a surprise bill or an inadvertently published live map.
9. Figma MCP connector
The new Mapbox connector for Figma places real maps in designs, without screenshots or developer handoff. A designer describes a map in Figma's chat, such as "a map of central Copenhagen, dark theme", and the connector renders it at the requested location, zoom, style, and time of day, with routes, pins, and areas layered on top. It also handles geocoding, place search, route and isochrone calculations, and map style management, plus design guidance like use-case presets, color-contrast checks, and map design audits. It works across Figma Design, Make, FigJam, and Slides for teams on a paid Figma plan.
Watch more from BUILD
Watch additional sessions from the BUILD with Mapbox event, and get in touch with the Mapbox team for any questions.
