“Space” is expanding uniformly, yes. But not the matter that exists in space, nor is the distance between local matter increasing.
It’s not like the entire universe is undergoing a magnification of scale where everything is enlarging including each individual atom.
So it’s misleading to say “the space between your fingers is expanding”, because it might give the impression that the distance between your fingers will actually be larger as time passes. This is not the case.
If “space is expanding”, but the matter inside this space is unaffected by said expansion, then you’re left with a very subtle phenomena which is easy to misunderstand.