Yes, in-situ meaning 'still mounted on the board'. For a definitive test you need to remove one of the component wires.
Capacitors (non-electrolytic anyway) tend to be very reliable - automotive class even more so. You can test the electrolytic (big blue one), the diode, resistors and...