Yes they are members only because while on a f2p server - if you have the skill cape in your inventory, you cannot put it on. If you hover over the object, it will say Members object, and you cannot wear it.
F2p players cannot obtain the Strength cape for example because it is bought at the warriors guild where they cannot go to.