Mapbox

Shows the exact setup steps and lifecycle hooks for embedding Mapbox GL JS in React, Vue, Svelte, or Angular—including token auth, search integration, and common mistakes to skip.

Profiles a Mapbox GL JS integration and identifies quick wins—bundle bloat, init bottlenecks, render hitches, memory leaks—ranked by user-facing impact.

Browse working Mapbox layer configs and style recipes for restaurant finders, real estate, delivery tracking, data viz, and more—then adapt one to your needs instead of starting from scratch.

Answers whether you need geocoding, routing, distance matrices, or polygon analysis by asking about your accuracy budget and scale, then recommends the cheapest option that works.

Expert guidance on map design principles, color theory, visual hierarchy, typography, and cartographic best practices for creating effective and beautiful maps with Mapbox. Use when designing map styles, choosing colors, or making cartographic decisions.

Explains choropleth, heat map, and 3D visualization patterns for Mapbox. Covers layer setup, color scales, animation, and where to optimize for performance with large datasets.

Checks a Mapbox style JSON for errors, accessibility issues, and performance bottlenecks, then suggests fixes ranked by impact—ready to ship without surprises.

Audits your Mapbox token setup and recommends scopes, URL restrictions, and rotation schedules to prevent leaks and limit blast radius if compromised.

Guides you through Mapbox setup, API choice, styling, and production readiness. Handles discovery questions upfront so you pick the right approach for your use case.

Expert guidance on choosing the right Mapbox search tool and parameters for geocoding, POI search, and location discovery

Provides code templates and logic for Mapbox-based location finders: marker clusters, distance filters, searchable lists, and live map sync without boilerplate.

Reference guide for the Mapbox iOS SDK: how to install, add markers, track user location, layer custom data, control the camera, and respond to map interactions.

Walks through connecting the Mapbox DevKit to Claude so you can prototype map interactions, manage styles, and validate coordinates without leaving the editor.

Shows you the exact Mapbox GL JS equivalent for every Google Maps API call you're using, with working code examples and gotchas to watch for.

Reference guide for adding maps, markers, geolocation, custom layers, and camera control to Android apps using the Mapbox SDK. Covers installation through production patterns.

Step-by-step walkthrough of swapping MapLibre GL JS for Mapbox GL JS, including token setup, style porting, and what breaks so you can fix it before deploy.

Shows how to plug Mapbox geospatial tools into pydantic-ai, mastra, LangChain, or a custom agent—with runnable examples for location lookup, routing, and analytics.

Wires Claude to real-time location APIs so answers about distances, addresses, or nearby places cite current data instead of relying on training-data guesses.

Shows how to wire Mapbox maps into Flutter with platform setup, camera controls, tap-able annotations, user location, and GeoJSON layers. Follows official Mapbox patterns.