Mädchen is a diminutive, and all diminutives are grammatically neutral.
It’s the same in Dutch btw, and my girlfriend who is learning Dutch is frequently abusing this as a cheat code: whenever she doesn’t know the gender of a word, she’ll just use the diminutive and it will automatically be neutral.