Expert guidance on map design principles, color theory, visual hierarchy, typography, and cartographic best practices for creating…
Official integration patterns for the Mapbox Maps Flutter SDK.
Expert guidance on choosing the right geospatial tool based on problem type, accuracy requirements, and performance needs
Migration guide for developers moving from Google Maps Platform to Mapbox GL JS, covering API equivalents, pattern translations, and key…
Official integration patterns for Mapbox GL JS across popular web frameworks (React, Vue, Svelte, Angular).
Official integration patterns for Mapbox Maps SDK on iOS.
Compose Mapbox MCP tools to produce grounded, cited location-aware responses from live data instead of training data
Integration patterns for Mapbox MCP DevKit Server in AI coding assistants.
Integration patterns for Mapbox MCP Server in AI applications and agent frameworks.
Performance optimization patterns for Mapbox GL JS web applications.
Complete workflow for implementing Mapbox search in applications - from discovery questions to production-ready integration with best…
Expert guidance on validating, optimizing, and ensuring quality of Mapbox styles through validation, accessibility checks, and optimization.
Maps chronic conditions extracted by OpenMed to CMS-HCC V28 risk-adjustment categories and estimates a RAF (Risk Adjustment Factor) score…
Generate navigable semantic maps from PDF documents.
Manual for the marginaleffects R and Python package, and guide to the book "Model to Meaning".
Reactive Python notebook system. Cell reactivity, UI elements (sliders, dropdowns, tables), SQL cells, plotting, app deployment. Use when…
Audit and fix markdown for accessibility.
Interactive markdown accessibility audit wizard.
Use when writing technical documentation, READMEs, or project documentation in markdown.
Enforces markdown line-wrap and structure rules for clean git diffs.
Use when a user wants to convert any markdown file in their Claude project into a single-file, lightly-interactive HTML — long-form…