F1000 Workspace and Mendeley (with an institutional license that enables shared groups) are tools that facilitate building shared libraries of relevant content for groups such as research labs, hospital residents, and paper co-authors. The purpose of this structured evaluation is to identify the pros and cons of each tool for these users and to help librarians make informed recommendations.