Yes as an undergraduate you can apply for either a Direct Subsidized Loan or a Direct Unsubsidized Loan.
Can I submit my FAFSA form without providing parental information if I agree to the terms of not disclosing this information?
Yes, you can submit your FAFSA form
What do I do on the myStudentAid app when it looks for parental information?