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I honestly couldn't find any API for OTOTOY, but since it is a Japanese store, most of the help pages aren't in English, so there might be.
that said, perhaps it could be scraped for data, especially since it's one of the few stores I know that shows catalog numbers (for example, here).
important note, OTOTOY does keep seperate pages for Lossless and High-Resolution releases, which would be the same MusicBrainz release (all other data being the same, of course)