I would like to recommend this freeware lightweight structured text file editor. Definite upgrade over plain .txt files yet still extremely simple in every way. No browser/3rd party tool involvement needed. Its file format is human readable for the most part.
It supports all kinds of links in text: local, network files, internal pages (for wiki emulation). You can drag and drop links from web browser too.