Research Source Summarizer

WHAT IT DOES

Research Source Summarizer extracts academic articles, research papers, or scholarly sources from any page and uses advanced AI to generate a comprehensive summary covering the research question, methodology, key findings, conclusions, and significance. It helps you quickly understand complex research without reading the entire paper—ideal for literature reviews, research projects, and academic writing.

WHERE IT RUNS

This tool operates as a userscript within the BotGentz extension framework, running directly in your browser on any website. It works on academic journals, research databases, preprint servers, university repositories, and virtually any scholarly source. The tool integrates seamlessly into your workflow, appearing as a draggable panel that stays accessible as you conduct research.

HOW TO USE

Click "Scan Page" to automatically extract the research content from the current page. The tool intelligently identifies the article structure and key sections. Configure your summary settings: choose your preferred summary depth (Brief, Standard, or Detailed), toggle methodology details inclusion on or off, and toggle key findings and limitations highlighting on or off. Click "Summarize Research" to send the content to the AI backend. Within moments, you'll receive a comprehensive research summary. Use the "Copy Summary" button to save it for your notes or literature review.

TECHNICAL OPERATION

Research Source Summarizer employs a multi-strategy extraction pipeline that first checks for selected text, then attempts WebMCP (navigator.modelContext) when available—a W3C proposal for structured page content access—and falls back to DOM-based content detection using prioritized selectors for article containers, research sections, and content areas. The user's depth preference, methodology inclusion setting, and findings highlighting toggle are encoded as system-level instructions in the prompt sent to the AI. The text is truncated to 8000 characters and transmitted via GM_xmlhttpRequest to the AI backend. The AI, specifically prompted as an academic research summarization specialist, analyzes the content to identify: the research question or hypothesis, theoretical framework, study design and methodology (sample, materials, procedures, analysis), key results with statistical significance where applicable, interpretations and conclusions, limitations and strengths, and implications for the field. It organizes these elements into a structured summary, highlighting key findings and limitations as specified. Each request is authenticated with a subscription key and counts against your monthly usage cap.

THE PANEL

The Research Source Summarizer panel is fully draggable and remembers its position between sessions using GM_setValue. It snaps to the edge of the viewport for a clean interface and can be collapsed to a small icon when not in use. The panel is resizable to accommodate longer content. Press Escape to quickly close or collapse the panel. The design is optimized for productivity with a dark theme, clear visual hierarchy, and responsive controls that adapt to your workflow.

PLEASE NOTE

This tool requires the free BotGentz extension installed in your browser and an active subscription to access the AI backend. AI-generated research summaries are intended as aids for understanding and should be reviewed for accuracy against the original source. The tool may not capture all details, nuances, or statistical nuances of the research. Always verify critical information from the original paper. No page data is stored or transmitted beyond the content you explicitly submit for summarization. All processing occurs through secure HTTPS connections, and your subscription key is never exposed to the page context.