Should you catch Mesprit with your master ball

No, not quite. An ultra ball should do it. Catch and/or use a Pokemon that knows Mean Look such as Golbat/Crobat. Then weaken Mesprit so you can catch it. If it faints turn your game off and then back on. Just make sure you have lots of ultra balls and potions (hyper/max/full restore).