
SpecialistThe AI workspace where teams and agents get work done together
Liminary records 12,246 monthly visits with -30.4% month-over-month growth and Freemium pricing. OpenCrab records 0 monthly visits with -100% growth and Freemium pricing.

Turn your documents into a graph your AI agents can actually cite
| Dimension / Metric | ![]() | ![]() |
|---|---|---|
| Official Domain | liminary.io | opencrab.sh |
| Pricing Model | Freemium | Freemium |
| Monthly Visits | 12.25K (12,246) | 0 (0) |
| MoM Traffic Delta | -5.34K (-30.4%) | -1.89K (-100%) |
| Primary Market & Share | 🇺🇸 United States (59.1%) | 🌐 Global (—) |
| Direct Visits / mo | 4.87K | 0 |
| User Rating | 4.1 | 4.1 |
| Supported Platforms | Website | Website |

An AI memory layer that resurfaces your research when it matters
Capture web pages, PDFs, videos, reports and LLM chats while you browse, then annotate them with your own notes and context.
Instead of waiting for a search, Liminary surfaces the relevant saved material while you write and inside meetings.
A meeting companion that pulls in the right information at the right moment, then saves the summary, full transcript and your notes for later recall.
Every answer points back to where it came from, internal or external, so you can verify claims rather than trust a black box.

Turn your documents into a graph your AI agents can actually cite
Upload documents, URLs, notes or code and let the platform handle parsing, OCR and chunking automatically.
Extract entities, concepts, evidence, relationships and claims into a graph where every node traces back to a source.
Bundle a graph into a versioned, reusable pack you can share with your team or sell in the marketplace.
One MCP server lets Claude, ChatGPT, Cursor, Codex and other clients query the same graph.

SpecialistThe AI workspace where teams and agents get work done together

Share and access study materials worldwide — with AI study tools built in
Share and access study materials worldwide — with AI study tools built in

AI research platform for reading, understanding and writing scientific papers
AI research platform for reading, understanding and writing scientific papers

A proactive AI reading lens for papers, videos, and web pages
A proactive AI reading lens for papers, videos, and web pages
SpecialistExplore the academic literature as a visual graph of related papers
SpecialistExplore the academic literature as a visual graph of related papers

Translate, summarize, and understand documents in 154 languages without losing the layout
Translate, summarize, and understand documents in 154 languages without losing the layout

Free / Open-sourceTurn any document into AI-ready context with agentic parsing and extraction
Free / Open-sourceTurn any document into AI-ready context with agentic parsing and extraction

Turn research papers and articles into interactive summary flashcards
Turn research papers and articles into interactive summary flashcards

Your files, notes and meetings in one drive — with an AI that knows all of it.
Your files, notes and meetings in one drive — with an AI that knows all of it.
An AI notes app that organizes your knowledge for you
An AI notes app that organizes your knowledge for you
AI-powered platform to read, write, and stay current with research

SpecialistAI-powered visual discovery of scientific knowledge