He's always been known as a freeloader, constantly mooching off others.
He's a sponge when it comes to money, always absorbing what others earn.
She's like a leech, always sucking the life out of those around her.
She's a parasite, feeding off her host without giving anything in return.
He's a professional scrounger, always scrounging for things he can get for free.