Visa free for Shanghai with cruise ship ?

we stay for two days (2017) with a German cruise ship in Shanghai but departure is via Pudong Airport on the second day. Air ticket available. Do we need a visa? Since 30.1.2016
There is a new agreement, where unfortunately is not clearly deffined, Whether it is valid for departure from the airport. who can Help. Thank you in advance