I eventually decided to replace SemanticScuttle by the more and more famous Shaarli for my bookmarks management; I must admit that the Firefox addon I recently discovered made me eventually switch. An Android app is also available.

For those who, like me, need to migrate their existing links, a script can be used. but beware, "private" or "shared" bookmarks under SC are all "public" after import ;-)