MIPS is the yellow rabbit that spawns in the basement of the castle. He appears first when you have 15 stars and again when you have 50 stars. Catching him will spawn a star each time.
This is how you will be catching MIPS in 70 star and for the first time in 120 star
This is how you will be catching MIPS for the second time in 120 star