Check the "System Requirements" section on the Steam product page of the games you want to try out. If your computer meets the minimum requirements, you should be able to play the games without an issue.
Most of the games on this list come from small, independent developers. They create games like these to let anyone with any type of computer play, so you don't have to worry if you're using a computer with older, low-specification components.