And a transistor/MOSFET, because the Teensy can't supply current to all the leds.
Just size the resistor properly (Vdd-Vdrop)/0.010 will get you in the correct ball park.
Given that its USB an you use a transistor, Vdd will be 5v, Vdrop depends on the color of the led, and 0.010 means 10mA, thats plenty to get blinding levels of light from decent leds/made after 2010.
For leds, choose one colour, order 20 or more, they have polarity, so respect that when wiring them, and put one resistor per led.