My friend Aaron pointed out The Foreign Buyers' Club which is an online store that imports lots of western food stuffs to Japan. For those of you that are missing some particular food from home you or you need something for a recipe you can't find here you should check it out. Of course you have to pay shipping but it's probably not has high as traveling around Tokyo, paying train and subway fares, trying to find the thing you are looking for.