I see you live in Shanghai. There are many species of frogs in China. Although, Shanghai is outside of its range, it looks very much like the Skittering Frog (Euphlyctis cyanophlyctis). I would research the genus Euphlyctis for a possible match. It is not poisonous. However, it is best to wash your hands after handling.