I agree with Claire that the third is the most normal sentence:
I am busy doing chores.
This means that you are doing jobs that need to be done in and around the house - cleaning, tidying, laundry, gardening etc.
By the way, this is a US English expression. We don't tend to use the word 'chore(s)' with this meaning in British English.