I personally enjoy:
Tig Notaro
Nikki Glaser
Whitney Cummings
Amy Schumer
Jen Kirkman
Kristen Schaal
Garfunkel and Oates
Just to name a couple off the top of my head.
I usually like stand-up and I've seen plenty of good comedians from both gender. Male comedians just seem to be more abundant.