I use a yoga mat as silly as it sounds. I place it under my feet. When things drop on the yoga mat, which is neon green colored, three things:

1. Yoga mats have no bounce in them.
2. Tiny ridges on it prevent screws from rolling around into oblivion.
3. High contrast with the screw - I instantly see the screw.