Credit Card is everywhere associated with debt
However, using more of your cards' limit (a high debt utilization ratio) actually reduces your score.
On-time payments are only one factor in your score. Depending on the model it may only account for 20-30% of the score. Using your cards a few times a year may satisfy the criteria. You don't have to take on any debt to have a high credit score.