Different LED's do have different forward voltage drop, so they require different resistors to control the current through them. That said, though, most boards that have LED's installed use a resistor that limits the current enough for most LED's to work, although the brightness will differ.
In general, white, blue and green clear LED's have somewhat similar forward voltage drop, red and the milky type tend to have lower ones and so should use higher value resistors.