I was wondering if I can claim my little brothers and sisters as my depentents because I support all of them . The only thing is that they are not U.S citizens , but I am a citizen?

The dependent must be a U.S. citizen or resident.

Agreed; the brother and sisters must be citizens or legal residents of the U.S.