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Markets
  • Signal Feed
  • All Startups
  • Live Launches
  • Breakout Momentum
  • Opportunity Radar
  • Categories
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  • Revenue
  • Cross-platform
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11,067 products · 19,805 snapshots
Unabyss

Unabyss

#1 today

MCP-native self-updating context layer for your AI

Launched 2mo agoProduct Hunt Website
Votes
659
Comments
130

What this means

54%Mid-tier finish likely.
Projecting 659 votes by end of day-1.
-34%Category cooling: Artificial Intelligence.
Launches down 34% week-over-week.
60%Strong buyer-intent signal in the comments.
60% of commenters sound like potential buyers — mostly developers.
75%Comment sentiment overwhelmingly positive.
Audience strongly receptive — developers engaged.
Users are asking for local storage options + project separation.
Feature requests surfaced from the comment thread.
Recurring concerns: context staleness, data size management.
Pain points mentioned more than once in comments.

Prediction

Top-5 finish probability
54%
today
Projected end-of-day votes
659range 494–890
Trajectory
stable
Vote pace holding steady.

About

Set it up once and never re-explain yourself to AI again. Connect the apps you use daily - Unabyss will extract, structure, and update your context automatically. Share it with any AI tool via MCP, with granular control over what each tool can see.

AI Summary

Unabyss is a self-updating context layer designed for AI applications, allowing users to connect their daily apps for automatic context extraction and structuring. It enables sharing with AI tools through MCP, providing granular control over data visibility.

Vote & comment velocity

Scores

Velocity18.6
Vote pace vs avg
Momentum18.6
Sustained over 6h
Virality26.1
Spread × engagement
Engagement39.5
Comments per vote

Founders

Rohan Chaubey
@rohanrecommends · hunter

Topics

Artificial IntelligenceProductivity

Comment Intelligence· 24 comments analysed

Sentiment

Positive75%
Neutral15%
Negative10%
Buyer intent
60%
of commenters sound like potential buyers
Audience
developers
Sentiment over 51 days
Positive
Negative
Buyer intent
-8%
Overall vibe

Overall, commenters express strong enthusiasm for Unabyss, highlighting its potential to enhance AI interactions.

Top themes
  • context management
  • user control
  • AI integration
  • data organization
  • real-time updates
Feature requests
  • local storage options
  • project separation
  • iOS integration
  • conflicting context resolution
  • customizable sharing
Complaints
  • context staleness
  • data size management
  • manual updates
  • integration limitations
  • confusion in context

Top comments

[REDACTED]
↑ 55

<p>Hey PH 👋 Philip here, co-founder of Unabyss.<br></p><p><strong>What is Unabyss?</strong> Unabyss is your personal context layer - a single, structured vault of your identity, knowledge, and preferences that any AI app or agent can access instantly, with you in full control of what gets shared and with whom.</p><p></p><p><strong>The Problem</strong> Every AI tool you use starts from zero. You re-explain your role, your goals, your tone, your company - over and over. And when you finally do build up context inside one platform, it's trapped there. ChatGPT memory doesn't follow you to Claude. Claude Projects don't talk to Cursor. The more AI tools you adopt, the worse it gets.</p><p></p><p><strong>The Solution</strong> Unabyss extracts your context once - from LinkedIn, your website, Notion, Gmail, Slack, GitHub, and more - and structures it into clean, layered files (<a href="http://persona.md" target="_blank" rel="nofollow noopener noreferrer">persona.md</a>, <a href="http://voice.md" target="_blank" rel="nofollow noopener noreferrer">voice.md</a>, <a href="http://company.md" target="_blank" rel="nofollow noopener noreferrer">company.md</a>...). From that point on, every agent and LLM tool you use can pull exactly the right context automatically, via MCP or one-click exports. No re-explaining. No copy-pasting. No context left behind.</p><p></p><p>What makes it different: your context is <strong>user-owned</strong>, <strong>pre-extracted</strong> (not built from interactions over time), and <strong>cross-platform</strong> - it works with any tool, any LLM, any agent, through a single connection.</p><p></p><p><strong>Key Features</strong></p><ul><li><p>⚡ Auto-extraction from your existing tools in under 90 seconds</p></li><li><p>🔒 Granular permissions — share e.g. <a href="http://voice.md" target="_blank" rel="nofollow noopener noreferrer">voice.md</a> without exposing <a href="http://professional.md" target="_blank" rel="nofollow noopener noreferrer">professional.md</a>. iOS-style control, not cookie banners</p></li><li><p>🔌 MCP server for Claude, Cursor, Claude Code, OpenClaw, and any compatible agent</p></li><li><p>📤 One-click exports - investor updates, meeting prep, ICPs, bios - generated from your context instantly</p></li><li><p>🔄 Always up to date as your sources sync</p></li></ul><p><strong>Who It's For</strong> Founders, operators, and builders who live across multiple AI tools and are tired of starting from zero every time. If you use Claude, Cursor, ChatGPT, or any LLM daily - and you've ever thought "it should already know this" - Unabyss is for you.</p><p></p><p><strong>What We'd Love From You</strong> Try it, connect your first source, and tell us: which integrations should we prioritize next, and where do you need your context the most? We'll be here all day reading every comment — your feedback directly shapes what we build next. 🙏</p>

[REDACTED]
↑ 5

<p>Really like the idea of context following you across AI tools instead of starting from scratch every time. Feels much closer to how people actually work .</p>

[REDACTED]
↑ 5

<p>How does updating work in practice? If my tone or role changes over time, do I manually refresh it or does Unabyss adjust it automatically from new activity?</p>

[REDACTED]
↑ 4

Claude says that it gets confused after a while. How do you keep it together? How do we evaluate that you are connecting the dots correctly?

Sentiment computed via openrouter