This is how I use the Mendeley system for managing my phd. Mendeley has the ability to full-text search downloaded academic papers, and features for adding notes, tags, keywords and more.
The advantage is that I can quickly retrieve a paper that is relevant to a given current work, and filter on how many times I’ve read the given paper, and what the topic of the paper is. Very useful indeed.