On Launch Llama
Liminary - AI with your saved knowledge as working memory
For knowledge workers: Liminary grounds AI in your saved knowledge, surfacing relevant context automatically across work.
Built by Sarah Andrabi
Artificial Intelligence Productivity Chrome Extensions Freemium
Visit website → Upvotes · 150
In category: #1194 of 2693 · Artificial IntelligenceTrending this week: #1647 of 2693 · Artificial Intelligence
Liminary is a Product Hunt listing on Launch Llama with 150 total upvotes, founded by Sarah Andrabi who joined in May 2026, compared against 6 alternatives.
Product Hunt listing
Listing status
150upvotes
Community score
Sarah Andrabi (Joined May 2026)
Founder
Compared against 6 alternatives
Market comparison
About
Liminary turns everything you’ve saved into working memory for AI. Unlike chatbots, meeting tools, or project-based notebooks, it gives your knowledge one shared memory across writing, meetings, and research. It surfaces relevant context automatically as you work, helping expert knowledge workers reuse their best thinking, avoid starting from scratch, and produce source-grounded work with traceable citations.
Ask AI
ChatGPT Claude Perplexity Grok
For agents
llms.txt · llms-full.txt · ai.txt · Live fact sheet · Full catalog (.md) · Endpoint index · API spec · REST access · Agent server · Server manifest · Server discovery
Key Features
- Save articles, reports, PDFs, chats and videos with one click
- Recall information across saved sources with advanced search
- Fact-check answers against your sources with citations
- Proactively surface relevant information during meetings
Use Cases
- Strategy consultants who need to organize and query research across multiple client engagements
- Researchers who want to avoid re-finding previous work during new projects
- Professionals who need accurate sourced answers for high-stakes recommendations
Pricing
Liminary offers a free plan plus paid tiers. See the website for current pricing.
FAQ
What is Liminary?
Liminary turns everything you’ve saved into working memory for AI. Unlike chatbots, meeting tools, or project-based notebooks, it gives your knowledge one shared memory across writing, meetings, and research. It surfaces relevant context automatically as you work, helping expert knowledge workers reuse their best thinking, avoid starting from scratch, and produce source-grounded work with traceable citations.
What are the key features of Liminary?
Liminary includes: • Save articles, reports, PDFs, chats and videos with one click • Recall information across saved sources with advanced search • Fact-check answers against your sources with citations • Proactively surface relevant information during meetings • Encrypt and silo data to your workspace with no model training
What can I use Liminary for?
• Strategy consultants who need to organize and query research across multiple client engagements • Researchers who want to avoid re-finding previous work during new projects • Professionals who need accurate sourced answers for high-stakes recommendations
How much does Liminary cost?
Liminary offers a free plan plus paid tiers. See the website for current pricing. You can discover and review Liminary for free on Launch Llama.
What category does Liminary belong to?
Liminary is listed under Chrome Extensions, Productivity, Artificial Intelligence on Launch Llama.
How do I get started with Liminary?
Click the "Visit Website" button on this page to go directly to Liminary. You can also upvote and leave a review to help other founders discover it.
Founder Guides
Alternatives
- TabAI
For knowledge workers: TabAI auto-captures tasks from tabs and tools, organizes them with AI, and blocks distractions to keep you focused.
- Recall
For knowledge workers: Recall turns your saved research and notes into an AI edge, letting you query, compare, and extract insights from your personal knowledge base.
- Bookmarx
For knowledge workers: Bookmarx resurfaces and organizes your bookmarks with AI so you find what you saved and understand it faster.
- Clark
For busy professionals: Clark is an AI coworker with its own cloud computer that handles research, spreadsheets, code, and audits so you get finished work.
- MindMirror
For knowledge workers: MindMirror centralizes notes and files in one searchable space with smart search, summaries, and optional AI refinement for faster recall.
- Sawnf
For knowledge workers: Sawnf unifies notes, tasks, and goals in one workspace so you stop switching between five apps Sawnf keeps the workflow clear so you ship outcomes with less busywork.