Any time you put grounds in boiling water, you generally impart a nasty bitter taste to the coffee, especially if it takes awhile for the water to reach a boil. If you're making Greek or Turkish coffee, the bitterness is offset by the large amount of sugar.
Some folks are picky about coffee, some aren't. But I'd put the perkolator and cowboy coffee low down on the list of ways to make coffee.
