Component parts for circuit boards
Digikey
Mouser
Jameco

A lot of great prototyping stuff
Sparkfun
Parallax
Acroname
Hobby Engineering

Great robot kits
Lynxmotion
Super Droid Robots
Robot Market Place

Surplus
All Electronics
Electronic Goldmine
Futurlec

Mechanical stuff
Mcmaster