Location development is shifting from manual dashboard management to natural language orchestration. By using the new Mapbox DevKit MCP server, you can now generate styles, manage tokens, and visualize GeoJSON directly through AI agents like Claude Code. This deep dive explores how the Model Context Protocol bridges the gap between your IDE and the Mapbox API for a faster, more intuitive workflow.