Where are you looking for LEDs? Bare LEDs should be 1.8-3.3v. 12v LEDs are several in series and/or have the appropriate resistor to allow them to run off 12v without dying and are generally for automotive or household lighting.
Ebay, DX, and many hobby sites have bare LEDs. Even Radioshack still sells them.