Peel and cut the mangoes into cubes. Transfer to an airtight container and freeze overnight.
Combine all ingredients in a food processor and purée until completely smooth.
Add to ice cream maker and spin for about 25 minutes. Transfer to a chilled container and freeze for 2 hours or longer to pack.
Once frozen solid, allow softening in the refrigerator for 30 minutes before serving.