Generally speaking, it is not possible. Even if the amount is small, it cannot be applied for with just an ID card.
The required materials for applying for a credit card are:
1. Credit card application form
2. Original and copy of ID card
3 , proof of work, proof of income (stamped by the employer)
4. Those with non-local household registration also need to provide proof of residence
5. Individuals must also provide the following materials : A verified business license or tax registration certificate that proves the business has been in business for more than two years; a business premises contract or a certificate of ownership (that is, a real estate certificate).