As publishers, libraries, and technology providers grapple with customer and end-user demands for discovery as well as delivery of scholarly content, we have seen a surge of scientifically minded search engines and browser extensions released in the last year or two. Have these modern discovery tools finally solved our age-old limitations, from metadata to access controls? Can cutting-edge solutions in data science and authentication unite search and retrieval of scholarly literature (outside the library)?