Is jury duty mandatory for all US citizens?

I mean, have you recieved a summons (letter) either from your municpality or another in which you're selected to be a juror. You show up to the courts and assigned a number along with being asked about occupation, status, etc. but is the probability even that high on becoming part of the 12 jurors? Is it a criminal offense for failing to appear?