Spatial reasoning is the final frontier for AI agents, and Mapbox MCP is the bridge that makes it possible. By orchestrating a crew of specialized agents, you can transform simple text prompts into cinematic, data-rich map experiences. The challenge lies in managing high-token geometry data without breaking the bank or slowing the user experience to a crawl.