Definition
Used to add emphasis, particularly by Catholics.
How People Actually Use It
A curse phrase, often used to convey shock or horror of a situation. Devised from the term "Jesus, Mary and Joseph!" but used more in a "strooth" fashion.
"*man walks by who is incredibly attractive* "Sweet Mary Joseph" *drops shopping*"
Source: Urban Dictionary