Lots of things
Do they itch, burn or hurt? How old are you?If there is a clamping down of the small vessels in the skin, could be one case but is usually more common on the finger tips.
As a person ages, the skin naturally thins. You might just be seeing normal blood after delivering oxygen
to the fingers. Blood without oxygen exposure is blue- which is why it turns red when you see it after a cut.