Scholarcy is an AI tool that reads academic papers, reports, and book chapters and produces structured summary flashcards that capture the key contributions, methods, findings, and limitations. Each summary is organized into sections that map to the structure of academic papers, making it faster to assess relevance before reading in full. The Reference Library extracts and links all cited papers, letting you follow the citation trail without manual search. The browser extension works on any web-based PDF or article. Integration with Zotero and other reference managers keeps summaries alongside your existing library. For researchers dealing with high volumes of papers to triage, Scholarcy's structured summaries provide a faster, more organized reading layer than full text - with enough detail to make informed decisions about which papers warrant careful reading.