 It's essentially a chocolate cookie crust with a little bit of flourless chocolate cake suspended in there, a little chocolate pudding topping, and then a little bit of whipped cream on top of that. And it's said that Mississippi mud pie was made to kind of represent the richness of the mud that is at the bottom of the Mississippi River. Ah, there you get the name, the Mississippi mud pie.