Myers Brigs tests are fun, but they're not much more scientifically valid than your astrological sign.
See http://www.vox.com/2014/7/15/5881947/myers-briggs-personalit...
See http://www.vox.com/2014/7/15/5881947/myers-briggs-personalit...
The article you linked to uses lack of MBTI in psychology journals as an argument against its validity, but its applications in the field are very limited. You're more likely to find MBTI references in neuroscience journals as there are appears to be clear correlations between type preferences and brain activity patterns[1].
Even so, knowledge of a persons cognitive preferences just isn't very useful. So the main application of MBTI is indeed "just for fun".