MOOn+ pro, Bookari are capable of what you want- set a custom file path, find and open books on SD card....
you should convert to epub , not mobi, for a wider choice though. or read the original PDFs., either in those apps, or in adobe reader , or in lots of other android candidates.
both of those apps have basic free options which you can test with
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