We need to import them into MongoDB I have already written an OpenStreetMap to MongoDB importer The OpenStreetMap editor JOSM can convert shapefiles: wget http://efele.net/maps/tz/world/tz_world_mp.zip unzip tz_world_mp.zip josm world/tz_world_mp.shp