Boiled asparagus is mild in taste and it will easily reflect the tastes of the seasonings you add. For example, if you added salt and pepper, it will have the taste of salt and pepper. Basically, the taste of the boiled, tender asparagus is mild, similar to grassy or earthy flavors and textures.