Simple Green is a great cleaner to add to your stoner supplies. It is nontoxic, biodegradable, and an excellent liquid to clean glass with (bongs look spotless!).
With stems, I soak them in a solution of Simple Green first and then let 'em soak in isopropyl. Simple Green dissolves the gunk much...