Meaning a person who is stingy and tight. Referring to the idea that the richest people are also the most frugal and careful with their money. People who are rich stingy are not actually rich, just extreme tightwads.
My mother is rich stingy, I have to plot for a week how to get two dollars out of her.
Lauren wouldn't loan me a quarter.
Yeah, she's rich stingy!