Rural commercial banks are banks in Chinese mainland and usually do not provide foreign currency exchange services. If you need to change Hong Kong dollars into RMB, you can go to a bank or currency exchange office in Hong Kong to exchange it.
If you need to exchange foreign currency in Chinese mainland, you can go to the foreign exchange window of large commercial banks such as Bank of China, Industrial and Commercial Bank of China and China Construction Bank.