Scholarcy is an AI research summarization tool that reads academic papers and generates structured article summaries with sections for background, research aims, methodology, results, and conclusions — plus flashcards for key terms and concepts. It makes dense academic literature accessible by extracting the essential information without requiring full paper reads. Graduate students, researchers reviewing large paper volumes, and academics keeping up with rapidly evolving fields use Scholarcy to process their reading lists faster, identifying which papers warrant full reading and quickly grasping the key contributions of those they do read.