Performance. Storing to and retrieving from registers are typically much faster than writing to and then accessing memory. It's like keeping things in your 16 hands vs. keeping them in your backpack en transit. I believe this to be Linux-specific, as the BSDs have a different ABI that relies solely on the stack.
Some notes:
http://www.int80h.org/bsdasm/#default-calling-convention