A whole contingent of Thai riders rode PBP on fatbikes, which is a step up in difficulty. I recall in 2011 on PBP that I saw a lot of mountain bikes. I don't remember that many in 2019.
Assuming you have road tires on it, the big thing is that it's hard to get out of the wind on a mtb.