jabref,
@jabref@foojay.social avatar

@xgebi @Rob_J @bookstodon You could try #JabRef (open source)
While its primary purpose is to manage scholarly literature, it also has an ISBN fetcher to get metadata from ISBN.
Data is stored in plain BibTeX files. https://www.jabref.org/

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