Can I apply for my parents for green card if I don’t have any job and I’m a full time student?

Yes you certainly can sponsor mom and dad for their green cards, but you will need a joint financial sponsor to help. Consider retaining counsel to represent you from start to finish. Some of us charge a very affordable flat fee to take the case from start to finish (no hidden fees)  Counsel in any state can help you.