The Mapbox Model Context Protocol (MCP) Server transforms any AI agent or application into a geospatially-aware system by providing access to the Mapbox location platform. With the Mapbox MCP server, your AI can understand and reason about places, navigate the physical world, and access rich geospatial data. Use the Mapbox MCP server to equip agents to:

• Convert addresses and place names to coordinates and vice versa
• Search across millions of businesses, landmarks, and places worldwide
• Get turn-by-turn routing with current or typical traffic for driving, walking, and cycling
• Calculate travel time matrices to analyze accessibility and optimize logistics
• Use isochrones to visualize areas reachable within specific time or distance constraints
• Generate static maps to visualize locations, routes, and geographic data

Whether you're building an AI travel assistant, logistics optimizer, location-based recommendation service, or any other AI application that needs to understand “where” or “how do I get there”, the Mapbox MCP Server provides the spatial intelligence to make it possible.