Yes, as a U.S. citizen who is at least 21 years old, it is possible to sponsor your parents for a green card. The process involves filing an I-130, Petition for Alien Relative, and shepherding the application through USCIS and the Department for State procedures. It’s advisable to consult with an immigration attorney to navigate this complicated process.