To those who've pointed out that I should've probably been using bookmarks all along: those can indeed be exported from the account preferences section on my instance. Unfortunately:
1. I haven't been using them all along; and
2. the CSV only includes post URLs, no text or metadata, so still can't be searched, and hence doesn't come close to solving the problem of searching them.