Do I need a visa, or direct 24 h permit is OK?

Hi, I am travelling to Taipei from Rome with 22 h layover in Shanghai , I am a citizen of Serbia. Can I get out of the airport and look around the city? How do I apply, when I get to the ShangHai airport at a special place, or just at the Shanghai airport's immigration counter. Thanks