I understand it’d be rare to have a star without planets because stars by their gravitational pull would attract some rocks to revolve around them. But at the same time it shouldn’t be impossible right? Or is there in the physics of stars that precludes such an existence?

Also planets can be pushed out of orbits and become “without stars". In such cases, if there was a star with one planet won’t it become a lone star?