Yes I would say it's definitely possible. The key things you should keep in mind if you're looking to make the switch from industry back into consulting would be:
1. Find a referral: this will be the EASIEST pathway to get your foot into the interview; once you're in the interview process, you're pretty much treated equally as other candidates and will be judged by merits. This referral could come from someone you know who works at your desired MBB firm.
2. Prepare for interview: due to the competition to get into MBB, you should be well prepared for the case and fit interviews. You should refresh your skills to make sure they are razor sharp.
3. You might rejoin at the same level: assuming you moved from your current role to industry, then back to consulting, you may likely be offered manager-level role at MBB. Unless your industry stint is significant, or you have a significant promotion.
Hope this helps!