RobotReviewer vs Scholarcy
RobotReviewer
robotreviewer.netScholarcy
scholarcy.comSide by side
| Figure | RobotReviewer | Scholarcy |
|---|---|---|
| Price from | Free | $7.50/mo |
| Free plan | Yes | Yes |
| Free trial | — | Yes |
| Open source | Yes | — |
| Web | Yes | Yes |
| Windows | Yes | — |
| macOS | Yes | — |
| Linux | Yes | — |
| API | Yes | Yes |
| Self-hosted | Yes | — |
| Plans published | 2 | 5 |
| Spec score · AI Literature Review Software | 8.4 (#6) | 8.6 (#5) |
| API | A REST API exposes the underlying models for integration into systematic-review software. | The public API documentation describes separate metadata-extraction and synopsis APIs using bearer API keys. |
| Integrations | The self-hosted setup uses Grobid for document processing, RabbitMQ and Celery for worker processing, and SciBERT through bert-as-a-service. | Scholarcy supports direct import from Zotero and exports referenced summaries to Markdown for knowledge managers such as Roam, Obsidian, and Notion. |
| Purpose | RobotReviewer automatically annotates clinical trial PDFs with PICO characteristics and likely bias assessments using the Cochrane Risk of Bias tool. | Scholarcy turns research documents into interactive summary flashcards that highlight key information and provide context. |
| Support | The project directs users to an email address for questions and integration assistance. | The pricing page directs users to its contact page or [email protected] for help. |
| What it does | RobotReviewer analyzes clinical-trial PDFs and automatically extracts trial information and risk-of-bias assessments. | Scholarcy converts papers, reports, book chapters and other documents into interactive summary flashcards for faster research reading. |
Plans
Scholarcy
- Free Article SummarizerFree
- Scholarcy Plus Monthly$9.99 a month
- Scholarcy Plus Yearly$90 a year
- Scholarcy Plus (monthly plan)Price not published
- Scholarcy Plus (yearly)Price not published
In their own words
RobotReviewer
RobotReviewer analyzes clinical trial reports by annotating PDFs with PICO characteristics and likely bias assessments using the Cochrane Risk of Bias tool. Uploading PDFs on the website extracts key data and presents a summary table. Its REST API can process groups of clinical trial reports to synthesize results across trials. The project is open source under GNU GPL version 3.0 and is free to use. It can run locally as Docker services, with a web app and API server exposed on local ports. The self-hosted processing setup uses Grobid, RabbitMQ, Celery, and SciBERT through bert-as-a-service. Docker instructions cover GPU use, and the worker can also run CPU-only. Manual setup calls for Python 3.6, TensorFlow 1.12.0, and the associated processing services. Installation is documented as tested on Ubuntu and Mac OS; Windows works with substantial installation difficulty. Maintainers ask users to cite the 2017 ACL paper and invite questions by email, including requests for help integrating RobotReviewer into other software.
Scholarcy
Scholarcy turns research material into interactive summary flashcards that highlight key information and provide context. It accepts research papers, PDFs, book chapters, online articles, plain text and YouTube videos. Users can add content by uploading or dropping files, entering a webpage URL, pasting text or using a browser extension. Enhanced summaries can be tailored to reading styles such as School level, General reader, Bulleted list, Undergrad level, One liner and Researcher. Research tools include cited-work findings, article prompts and questions, a Research Quality Indicator and comparisons with related research. Scholarcy imports directly from Zotero and exports referenced summaries to Markdown for tools including Roam, Obsidian and Notion. Extensions are offered for Chrome, Edge and Firefox; Safari is listed as coming soon. The free plan costs nothing and allows 10 summaries, with flashcards exported one at a time. Scanned PDFs without extractable text are unsupported unless OCR is run first, and URLs behind paywalls may not import. Scholarcy says customer data is encrypted at rest and in transit.