‘Extraordinary Claims Require Extraordinary Evidence.’

It’s a quote first said, as near as I can tell, by Carl Sagan, and repeated by nearly every noteworthy skeptic who has followed in his footsteps:
“Extraordinary claims require extraordinary evidence.”
I’m conflicted about it.
On the face of it, I think it’s a great quote, and one I wholeheartedly agree with.