Eels do indeed taste pretty good. Especially smoked or breaded & panfried.

There is one caveat though, they can taste incredibly "muddy" because of where they live, so usually they are required to stay alive in clean/running water (like a mesh box in a river or in a barrel of fresh water) for a week or two before you eat them. For this reason traps or nets are the preferred method of catching them.