I remove only the parts I can test. When I was at school, a friend and I salvaged resistors and capacitors, but we found that Rs were usually gone high, and the Cs were leaky.
Now I keep only the boards, and I do sometimes find parts I use, plus motors, relays etc. The multicoloured wiring...