Sounds like pods.
Do a google image search for copepods and amphipods. Amphipods are more than likely the ones you're seeing. Copepods are more visible early, right as you turn the lights on.
If this is the case, and it most likely is, they're beneficial and everybody does or should have these swimming/crawling around in their fish tanks.