cyberneticlibrary

Route logistics with real-time geospatial analysis

mcp-servermcp_serversetup L20
mapbox/mcp-server
What it does

Unlock geospatial intelligence for AI with routing, geocoding, and isochrone tools

Best for

AI travel assistants and logistics optimizers that need real-time routing and geospatial analysis.

Inputs
  • · location names/addresses
  • · route waypoints
  • · time/distance constraints
Outputs
  • · geocoded coordinates
  • · route geometry
  • · travel time matrices
  • · static map images
Requires
  • · Mapbox access token
  • · Mapbox API endpoints
Preconditions
  • · Mapbox account
  • · API token (free tier available)
  • · network access
Failure modes
  • · API rate limits
  • · invalid address format
  • · offline mode limitations
Trust signals
  • · Hosted MCP endpoint available
  • · multi-client setup guides
  • · offline calculation support