For acoustic blues I'd have to say Mississippi John Hurt. No contest there. But Blind Boy Fuller is a favorite too. Along with Son House and yes - Robert Johnson.
For electric stuff which I listen to far less often I's have to say Muddy Waters. What a voice. That's the blues.