{"passport":{"unfragile":{"@version":"1.0","version":"2026-05","artifact":{"id":"tool_scholarcy","slug":"scholarcy","name":"Scholarcy","type":"product","url":"https://www.scholarcy.com","page_url":"https://unfragile.ai/scholarcy","categories":["research-search"],"tags":[],"pricing":{"model":"freemium","free":true,"starting_price":null},"status":"active","verified":false},"capabilities":[{"id":"tool_scholarcy__cap_0","uri":"capability://research.pdf.to.flashcard.extraction","name":"pdf-to-flashcard extraction","description":"Automatically analyzes academic PDFs and extracts key concepts to generate interactive flashcards. The system identifies main ideas, definitions, and relationships within the document to create study materials without manual curation.","intents":["I need to turn this research paper into study materials quickly","I want to create flashcards from academic PDFs without typing them manually","I need to identify the core concepts in a dense paper"],"best_for":["graduate students","researchers","students preparing for exams"],"limitations":["struggles with dense mathematical content","may oversimplify complex concepts","inconsistent with non-standard formatting"],"requires":["PDF file upload","readable text-based PDF"],"input_types":["PDF"],"output_types":["flashcard set","interactive study cards"],"categories":["research","education","productivity"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_scholarcy__cap_1","uri":"capability://research.url.based.research.summarization","name":"url-based research summarization","description":"Processes academic content from web URLs and generates concise summaries with key takeaways. Enables quick extraction of information from online research sources without downloading files.","intents":["I want to summarize an online research article without downloading it","I need quick key points from a web-based academic source","I'm collecting information from multiple online sources and need structured summaries"],"best_for":["researchers doing literature reviews","students gathering sources","academics monitoring new publications"],"limitations":["dependent on URL accessibility","may struggle with paywalled content"],"requires":["valid URL","internet connectivity","publicly accessible content"],"input_types":["URL"],"output_types":["summary text","key points list"],"categories":["research","productivity"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_scholarcy__cap_2","uri":"capability://education.interactive.flashcard.generation","name":"interactive flashcard generation","description":"Creates interactive, quiz-style flashcards from extracted academic content with front-back card format. Supports spaced repetition study workflows and allows users to engage with material actively.","intents":["I want to study using flashcards instead of re-reading papers","I need an interactive way to test my knowledge of research concepts","I want to use spaced repetition to retain key research findings"],"best_for":["students","exam preparers","lifelong learners"],"limitations":["flashcard quality depends on source document clarity","may miss nuanced relationships between concepts"],"requires":["extracted content","flashcard generation engine"],"input_types":["extracted text","key concepts"],"output_types":["interactive flashcard deck","quiz format"],"categories":["education","productivity"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_scholarcy__cap_3","uri":"capability://productivity.obsidian.note.integration","name":"obsidian note integration","description":"Exports extracted summaries and flashcards directly into Obsidian vault, enabling seamless workflow integration with existing note-taking systems. Preserves markdown formatting and allows bidirectional linking.","intents":["I want my research summaries in my Obsidian vault automatically","I need to connect my research notes with my existing knowledge base","I want to avoid duplicating information across multiple note-taking apps"],"best_for":["Obsidian users","researchers with existing note systems","knowledge management practitioners"],"limitations":["only works with Obsidian","requires Obsidian plugin installation"],"requires":["Obsidian installation","Scholarcy plugin","active Obsidian vault"],"input_types":["flashcard data","summary text"],"output_types":["markdown files","Obsidian vault entries"],"categories":["productivity","integration"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_scholarcy__cap_4","uri":"capability://research.bulk.document.processing","name":"bulk document processing","description":"Processes multiple academic documents in batch mode, extracting summaries and flashcards from entire research collections simultaneously. Enables efficient handling of large literature reviews.","intents":["I need to process 50+ papers for my literature review quickly","I want to extract summaries from my entire research collection at once","I need to systematically analyze multiple documents without individual uploads"],"best_for":["researchers conducting systematic reviews","graduate students with large reading lists","academics managing extensive bibliographies"],"limitations":["premium feature with annual cost ($180/year)","processing time scales with document volume"],"requires":["premium subscription","multiple PDF files","sufficient processing quota"],"input_types":["multiple PDFs"],"output_types":["batch flashcard sets","collection summaries"],"categories":["research","productivity"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_scholarcy__cap_5","uri":"capability://research.academic.content.summarization","name":"academic content summarization","description":"Generates concise, structured summaries of academic papers highlighting main arguments, methodology, and conclusions. Condenses lengthy research documents into digestible overviews.","intents":["I need a quick summary of this paper without reading all 20 pages","I want to understand the main findings and methodology of a research paper","I need to brief colleagues on a paper's key contributions"],"best_for":["busy researchers","literature review conductors","students with heavy reading loads"],"limitations":["may oversimplify complex arguments","struggles with non-standard formatting","limited context for highly specialized fields"],"requires":["academic PDF or URL","readable document structure"],"input_types":["PDF","URL"],"output_types":["summary text","structured outline"],"categories":["research","education"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_scholarcy__cap_6","uri":"capability://research.key.concept.extraction","name":"key concept extraction","description":"Identifies and isolates critical concepts, definitions, and relationships from academic documents. Highlights the most important ideas for focused study and reference.","intents":["I need to identify the core concepts in this paper","I want to extract definitions and key terms for my glossary","I need to understand what concepts are most important in this research"],"best_for":["students building domain knowledge","researchers mapping research landscapes","educators preparing course materials"],"limitations":["concept importance is subjective","may miss domain-specific nuances","struggles with implicit concepts"],"requires":["academic document","concept extraction algorithm"],"input_types":["PDF","URL"],"output_types":["concept list","term definitions","concept map"],"categories":["research","education"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_scholarcy__cap_7","uri":"capability://education.free.tier.research.access","name":"free tier research access","description":"Provides meaningful access to core summarization and flashcard generation features without payment. Allows users to process a limited number of documents monthly at no cost.","intents":["I want to try Scholarcy before paying for it","I need to process a few papers but can't afford a subscription","I want to see if this tool works for my research workflow"],"best_for":["students on tight budgets","casual researchers","tool evaluators"],"limitations":["limited monthly document quota","fewer features than premium tier","may have processing delays"],"requires":["free account creation","email verification"],"input_types":["PDF","URL"],"output_types":["flashcard set","summary"],"categories":["education","accessibility"],"confidence":0.5,"matches":0,"success_rate":0}],"trust":{"score":45,"verified":false,"data_access_risk":"high","permissions":["PDF file upload","readable text-based PDF","valid URL","internet connectivity","publicly accessible content","extracted content","flashcard generation engine","Obsidian installation","Scholarcy plugin","active Obsidian vault"],"failure_modes":["struggles with dense mathematical content","may oversimplify complex concepts","inconsistent with non-standard formatting","dependent on URL accessibility","may struggle with paywalled content","flashcard quality depends on source document clarity","may miss nuanced relationships between concepts","only works with Obsidian","requires Obsidian plugin installation","premium feature with annual cost ($180/year)","builder identity is not verified yet","no observed match outcomes yet"],"rank_breakdown":{"adoption":0.41666666666666663,"quality":0.79,"ecosystem":0.25,"match_graph":0.25,"freshness":0.75,"weights":{"adoption":0.25,"quality":0.25,"ecosystem":0.1,"match_graph":0.35,"freshness":0.05}},"observed_outcomes":{"matches":0,"success_rate":0,"avg_confidence":0,"top_intents":[],"last_matched_at":null},"maintenance":{"status":"active","updated_at":"2026-05-24T12:16:33.095Z","last_scraped_at":"2026-04-05T13:23:42.537Z","last_commit":null},"community":{"stars":null,"forks":null,"weekly_downloads":null,"model_downloads":null,"model_likes":null}},"distribution":{"claim_url":"https://unfragile.ai/submit?claim=scholarcy","compare_url":"https://unfragile.ai/compare?artifact=scholarcy"}},"signature":"CyJUx4kLKtd1oSD07sae4CF70pvPJWBG9HseszgpBU3/QQd0aWIqsOMbSF3Gg/oN4H6lVmR4Klbk+Sn5llvVCw==","signedAt":"2026-06-21T04:03:06.882Z","signedBy":"unfragile.ai","version":1},"_links":{"self":"https://unfragile.ai/api/v1/passport/scholarcy","artifact":"https://unfragile.ai/scholarcy","verify":"https://unfragile.ai/api/v1/verify?slug=scholarcy","publicKey":"https://unfragile.ai/api/v1/trust-passport-public-key","spec":"https://unfragile.ai/trust","schema":"https://unfragile.ai/schema.json","docs":"https://unfragile.ai/docs"}}