Welding gloves (they go up your forearm pretty far) and grab the poor thing. They yowl and claw but come through it just fine. If you don't have welding gloves, maybe you have a pair of leather work gloves in your car (cloth does not protect well). Just move faster.
Being female, I have small hands and have drug more kittens out of ridiculous places in the engine compartment.