How to use MICE in Python for Categorical and Continuous data?

I have a loan default data set which has both categorical and continuous features. Many features have missing values which I want to impute using MICE. I am not sure if MICE is even able to handle categorical data. Screenshot of dataset,some columns are not visible here but you can get an idea If someone can guide me here about how to use MICE or any other imputation method it will be very helpful.