Depending on your age, I'd semi-disagre with LukFilm. LukFilm is correct that an important component of your credit score is your % utilization, that is, the amount you have "borrowed" on CCs vs. your overall credit limit.
However, more important for younger folks as a component of credit score is the average age of your credit cards. If you are under 30, you probably have one or 2 CCs that you've had since college. As soon as you open and close a bunch of CCs, that average length of time holding a card goes WAY down. At least personally, this is the only remaining negative factor in my credit score, and unfortunately I can't really do anything about it. My score is in the high 700's and I also have at least 20-30 open CCs, and probably 20 or so opened and closed in the past 2 years.
Still, the most important factor is using them smartly, always paying the balance in full, etc. as LukFilm also rightfully advised