What is a good name for a shop that sells stuff like books, tarot cards, herbs, candles and other interesting occult and supernatural type things? (the help would be very awesome, I have wrote and scratched out like 20 names.)

Interesting concept for a store.

I remember when I was living in Rome, there was a store that sold unusual objects like the ones you have described, and that was called Esoterica.

There's also a store in New Orleans that operates under a similar name; 'Esoterica Occult Goods'

The route word 'esoteric' is defined as:

"intended for or likely to be understood by only a small number of people with a specialized knowledge or interest."

Another idea would be to go for something with more 'shock value'.

There's a store in Shoreditch, London called Holy Sexo for example, and they sell all sorts of weird and wonderfully spooky items.

They actually call themselves purveyors of "Funeral regalia, and home of the bizarre".