In this study we present an in-depth bibliometric analysis of Sci-Hub downloads by Egyptian researchers based on the 2017 download log file. The study reveals that Egyptian researchers heavily rely on Sci-Hub, generating a substantial 1,357,526 download requests in 2017, with 65% of these occurring outside regular working hours. Cairo emerges as a central hub for this activity, contributing 81.58% of total downloads. Journal articles constitute the majority of downloads at 82.36%, followed by conference papers (12.89%). A discernible trend shows a preference for recent papers published between 2012 and 2017, highlighting the demand for up-to-date research. The analysis also highlights prominent publishers, including IEEE, Elsevier, Wiley, and Springer, as preferred sources for Egyptian researchers. “Journal of the American Chemical Society” and “Journal of Applied Physics” stand out among accessed journals, while IEEE-associated conferences, notably “IEEE Power and Energy Society General Meeting,” dominate conference paper downloads. Examining journal accessibility via the Egyptian Knowledge Bank (EKB) reveals that 62.84% of journals are accessible, with Science Direct as the leading provider (28.37%). However, a significant gap emerges as 87.39% of downloaded conference papers remain inaccessible through EKB. Furthermore, a semantic analysis highlights recurring themes such as “systems,” “review,” “analysis,” “treatment,” “power,” and “energy,” reflecting the key research areas of Egyptian researchers. Overall, this study offers valuable insights into Sci-Hub’s role in supplementing Egyptian researchers’ resource access and underscores the need for comprehensive resource coverage and accessibility enhancements.