I've run some through my coffee machine before. It turned out ok, but truth be told, I should have spent a little more time perfecting the method.
I used coffee filters and orange peoke tea (more like our tea). With the coffee machine, the water gets hot, but not boiling. It also make sense to use very good filtered water or your tea will be cloudy.