Doesn't need a special "gizmo", capacitor meters are Cheap on Amazon.
Don't expect calibrated values, But it Will spec the unit within reason (have one).
However, can't test them in circuit (duh).
On a bad day, a "good" multimeter resistance scale will show leakage.
If a cap doesn't show as "infinite", it may be a problem.
Most meters can't properly measure > 10 uF: charge time vs meter voltage becomes the issue.
Really Big value caps can be estimated by time x voltage rise calculation.
I mention Big, 'cause measuring the time is less sensitive.
I bought the cheap cap meter after having my Fluke give goofy numbers on higher values.
Good Hunting.. <<<)))