| mapbox-geospatial-operations | Choosing between offline geometric tools and routing APIs for geospatial operations |
| mapbox-google-maps-migration | Migration guide from Google Maps Platform to Mapbox GL JS with API equivalents and patterns |
| mapbox-maplibre-migration | Migration guide between Mapbox GL JS and MapLibre GL JS in both directions |
| mapbox-mcp-devkit-patterns | Integration patterns for Mapbox MCP DevKit Server in AI coding assistants for style management, token management, and validation |
| mapbox-mcp-runtime-patterns | Integration patterns for Mapbox MCP Server in AI applications with pydantic-ai, mastra, LangChain, and custom agents |
| mapbox-search-integration | Complete workflow for implementing Mapbox search with discovery questions and best practices |
| mapbox-search-patterns | Choosing the right search tool and parameters for geocoding and POI search |
| mapbox-web-performance-patterns | Performance optimization for Mapbox GL JS (initialization, markers, data loading, memory) |
| mapbox-cartography | Map design principles, color theory, visual hierarchy, typography |
| mapbox-data-visualization-patterns | Data visualization patterns including choropleth, heat maps, clustering, 3D, and animated data |
| mapbox-web-integration-patterns | Framework integration (React, Vue, Svelte, Angular, Next.js) |
| mapbox-ios-patterns | iOS integration with Swift, SwiftUI, UIKit |
| mapbox-android-patterns | Android integration with Kotlin, Jetpack Compose |
| mapbox-style-patterns | Common style patterns and layer configurations |
| mapbox-style-quality | Style validation, accessibility, optimization |
| mapbox-token-security | Security best practices for access tokens |
| mapbox-flutter-patterns | Official integration patterns for the Mapbox Maps Flutter SDK (installation, platform setup, camera, annotations, user location) |
| mapbox-location-grounding | Composing Mapbox MCP tools to produce grounded, cited location-aware responses from live data instead of training data |
| mapbox-store-locator-patterns | Store locator and location finder patterns with markers, filtering, and distance calculation |