Yes. It's really straight forward - go for an interview in the US with bank statements for the last 6 months at a Mexican consulate, then go to Mexico and 3 weeks later (after a few local visits) you have your temporary residency card.

There's not that many countries with immigration problems like the US. The majority of governments don't care much.