That's a popular conception of an-caps, but it's not accurate at all, since corporations are a legal fiction that cannot exist without a government to define them and grant them the convenient combination of individual rights without individual liability that are key to their success.
Which is not meant to in any way defend anarcho-capitalism, which is a profoundly irrational ideology - just not for the reason implied by the meme.