D.N.
I used plain vinegar when I had this problem. I used to use spray starch and always got a gunky build up. I don't use it anymore and wipe my iron every couple of months with vinegar just to keep it clean. it won't harm the surface and cleans right off. Just dip a cloth (old washcloth would work well) in some vinegar and wipe the iron off.