If you don't want to use fabric softener, you can still manage the lint and cling-ons by using dryer sheets. Instead of using them in the dryer, simply rub a sheet on the fabric to neutralize the static.
I keep an unscented dryer sheet in my purse for flyaway, static-y hair and clothes.