Having credit available is the best option. Even if you just use it for gas and pay it off every month will help because it shows timely payments.
I actually got two new cards within a few months of each other and paid off higher interest cards. When I had my credit ran in August to help my brother get a loan they told me my score was 752 which was considered platinum.