What is the best gym for a scrawny guy like me to work out and get jacked?

The type of gym truly wont matter, it is all about your diet and specific workout regime. Find out what kind of body type you have first (mesomorph, etc) to see how you build muscle the best, and then from there you can focus on specific workouts.