Ruicheng is home to Yongle Gong (永乐宫; 永樂宮; Yǒnglè gōng; 'Palace of Eternal Joy'), a Taoist temple complex noted for the wall paintings inside its three main halls. It was moved to Ruicheng in 1959 to preserve it when the Sanmenxia Dam was built, which was expected to put the town of Yongle, the previous location of the temple, under water. The temple is 4 km north of the town centre. The city is also known for its City God Temple and Guangrenwang Temple, the latter of which is the second oldest extant building in China.
The Yellow River lies just south of Ruicheng, and Dayudu (Yu the Great's Crossing) along the river bank is a notable scenic spot. A pumping station on the river doubles as a monument to Yu the Great, the legendary figure credited with controlling the course of the Yellow River and saving many lives in the process.