@mapbox

mapbox-geospatial-operations guides tool selection for geospatial problems by distinguishing between offline geometric calculations (turf.js) and routing apis, with decision frameworks organized by use case (distance, proximity, routing, shapes) and explicit anti-patterns.

mapbox-google-maps-migration provides side-by-side api equivalents, coordinate order gotchas, and a phased migration strategy from google maps to mapbox gl js, emphasizing data-driven architecture and webgl performance gains for large datasets.

mapbox-store-locator-patterns provides numbered implementation steps for common map-based location discovery, covering marker strategies by scale (html/symbol/clustering), interactive lists, popups, and geolocation. delegates search, directions, and accessibility to reference files.

mapbox-ios-patterns covers sdk installation, map initialization in swiftui and uikit, marker placement via three apis, user location tracking, and performance optimization with concrete code examples and scaling guidance.

mapbox-data-visualization-patterns provides reusable code patterns for choropleth maps, heat maps, 3d extrusions, and data-driven styling on mapbox. covers color accessibility and basic error handling for missing data properties.

mapbox-token-security covers token types, scope management, url restrictions, and storage practices for mapbox access tokens. includes checklists for creation, management, monitoring, and incident response with reference material.

mapbox-style-patterns supplies battle-tested layer configurations and decision trees for common mapping scenarios including poi finders, real estate, data visualization, navigation, and delivery tracking.

mapbox-mcp-runtime-patterns documents tool categories and setup paths for integrating mapbox mcp server into ai agents, with reference-based patterns for pydantic-ai, langchain, mastra and custom deployments. actual procedures delegated to external files.

mapbox-search-patterns provides decision trees for selecting between mapbox search tools based on query type (specific locations vs generic categories) and basic parameter guidance, but lacks actionable step-by-step procedures and failure handling.

mapbox-maplibre-migration documents the technical and historical context of both libraries but lacks concrete procedural steps, edge case handling, or specific trigger scenarios for when a migration is needed.

mapbox-style-quality — an installable skill for AI agents, published by mapbox/mapbox-agent-skills.

mapbox-cartography — an installable skill for AI agents, published by mapbox/mapbox-agent-skills.

mapbox-web-performance-patterns — an installable skill for AI agents, published by mapbox/mapbox-agent-skills.

mapbox-web-integration-patterns — an installable skill for AI agents, published by mapbox/mapbox-agent-skills.

Integration patterns for Mapbox MCP DevKit Server in AI coding assistants. Covers setup, style management, token management, validation workflows, and…

Official integration patterns for Mapbox Maps SDK on Android. Covers installation, adding markers, user location, custom data, styles, camera control, and…

Complete workflow for implementing Mapbox search in applications - from discovery questions to production-ready integration with best practices