In Stata version 14, there are some additional commands for this. melogit replaces the xtmelogit command, and more importantly, meglm performs a multilevel mixed-effects generalized linear model. I am a fan of the GLM framework, which extends to GEE and now meglm. This gives you a tremendous amount of flexibility for your data.