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.
What is Unabyss? 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.
The Problem 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.
The Solution Unabyss extracts your context once - from LinkedIn, your website, Notion, Gmail, Slack, GitHub, and more - and structures it into clean, layered files (persona.md, voice.md, company.md...). 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.
What makes it different: your context is user-owned, pre-extracted (not built from interactions over time), and cross-platform - it works with any tool, any LLM, any agent, through a single connection.
Key Features
⚡ Auto-extraction from your existing tools in under 90 seconds
🔒 Granular permissions — share e.g. voice.md without exposing professional.md. iOS-style control, not cookie banners
🔌 MCP server for Claude, Cursor, Claude Code, OpenClaw, and any compatible agent
📤 One-click exports - investor updates, meeting prep, ICPs, bios - generated from your context instantly
🔄 Always up to date as your sources sync
Who It's For 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.
What We'd Love From You 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. 🙏
This sounds great and I was actually waiting for something like this. My main question: is there a way to handle projects or specific topics separated? For instance when working on several codebases / products. My issues is always the amount of information I need to manage across projects while keeping an overview. Currently it feels like one huge mixed salad.
So you mean I don't have to manually feed stuff into my claude's memory? Extremely cool idea. Will be trying over the next days.
These kinds of products are what's making AI feel more and more like actual magic every day, well done folks:)
For everyone that didn't try the Unabyss MCP - it's super easy - one click connect!
This sounds helpful, just a quick question about the control part: If I connect to my apps, can I tell Unabyss to only look at specific folders, or does it just scan everything it finds?
How does it know what to send to which app? Like, if I connect email assistant and my coding assistant with MCP, are they getting the same stuff?
Is there a risk that the Unabyss fills the gaps in my context with fabricated information? I mean - hallucination?
This is the problem I keep solving badly with a CLAUDE.md I copy into every tool, so MCP-native is what makes it click. One security question: when you extract context from Gmail and Slack, does it store abstracted summaries, or can verbatim snippets like client names and confidential bits land in the files? Granular per-tool sharing only helps if the extraction upstream isn't pulling sensitive content into them to begin with.
persona.md/voice.md/company.md as plaintext files you actually own is the part that matters here. same reason a CLAUDE.md you can read and edit beats whatever ChatGPT stashes in its memory drawer. and being MCP-native
Congratulations on the launch! This is a great product and much needed.
One question I had: I have setup memory.md files in Claude which is basically a memory of the interactions I have had with Claude for it to remember the context of the project. Can Unabyss understand from those files about "how" the engineer usually proceeds with a problem?
Loving the core idea - context portability is a real problem...
What I'd hesitate with is trust tho... once users connect Gmail, Slack, GitHub, etc, adoption becomes less about capability and more about confidence.
What have you found is the biggest trust barrier so far?
Congrats on the launch! Do you guys offer integration with ios native apps like notes/reminders? Recently created a macro to aggregate my apple notes to feed to my agents; would be great if unabyss could streamline this!
when linkedin says one thing and notion says another, who wins? the conflict resolution between sources is where this gets tricky and most context tools just pick the latest update which isn't always right
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?
Great idea - not my use case yet as I use only one AI tool and also have very well written personal/projects skills - but definitely will revisit this when I hit some issues with remembering me as person by AI in multpile AI tools!
I had this exact problem of wiring different context sources 3 times this month only. Well done and congrats on #1 today!
This is a very relevant problem. One question; What happens when these context files become too large over time ? Does Unabyss automatically summarize or compress it?
About Unabyss on Product Hunt
“MCP-native self-updating context layer for your AI”
Unabyss launched on Product Hunt on May 25th, 2026 and earned 446 upvotes and 107 comments, earning #1 Product of the Day. 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.
Unabyss was featured in Productivity (652.3k followers) and Artificial Intelligence (469.3k followers) on Product Hunt. Together, these topics include over 229.8k products, making this a competitive space to launch in.
Who hunted Unabyss?
Unabyss was hunted by Rohan Chaubey. A “hunter” on Product Hunt is the community member who submits a product to the platform — uploading the images, the link, and tagging the makers behind it. Hunters typically write the first comment explaining why a product is worth attention, and their followers are notified the moment they post. Around 79% of featured launches on Product Hunt are self-hunted by their makers, but a well-known hunter still acts as a signal of quality to the rest of the community. See the full all-time top hunters leaderboard to discover who is shaping the Product Hunt ecosystem.
Want to see how Unabyss stacked up against nearby launches in real time? Check out the live launch dashboard for upvote speed charts, proximity comparisons, and more analytics.
Rohan Chaubey
Hey PH 👋 Philip here, co-founder of Unabyss.
What is Unabyss? 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.
The Problem 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.
The Solution Unabyss extracts your context once - from LinkedIn, your website, Notion, Gmail, Slack, GitHub, and more - and structures it into clean, layered files (persona.md, voice.md, company.md...). 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.
What makes it different: your context is user-owned, pre-extracted (not built from interactions over time), and cross-platform - it works with any tool, any LLM, any agent, through a single connection.
Key Features
⚡ Auto-extraction from your existing tools in under 90 seconds
🔒 Granular permissions — share e.g. voice.md without exposing professional.md. iOS-style control, not cookie banners
🔌 MCP server for Claude, Cursor, Claude Code, OpenClaw, and any compatible agent
📤 One-click exports - investor updates, meeting prep, ICPs, bios - generated from your context instantly
🔄 Always up to date as your sources sync
Who It's For 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.
What We'd Love From You 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. 🙏