Check out "Bing Food & Drink ..." for Windows Phone Bing Food & Drink Beta | Windows Phone Apps+Games Store (United States)
Well this is disappointing. It synched my shopping list, but none of my collections were synched I'll chalk that up to the app still being in "beta".