Can I apply for a Green Card while on an F-1 student visa?

You can apply for a Green Card if you qualify under a category, but it's not automatic just for studying.

Yes, but you must have an eligible basis such as marriage, employment sponsorship, or asylum.

It’s possible through a process called “adjustment of status,” if you meet the eligibility criteria.