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. 🙏
Do you plan to be HIPAA and SOC 2 compliant in the future? I work in health tech and would love to use this, but we have high security standards we have to meet for new tools.
Love the idea of a centralized context vault! Repeating the same brand guidelines and operational context to different AI tools is a massive friction point. Quick technical question: when sharing data via MCP, how does Unabyss filter what's actually relevant to the user's current prompt so it doesn't just nuke the LLM's context window and skyrocket token costs?
This sounds promising! Is there persistent memory along with the context layer? I've found that the memory aspect has been the biggest pain for me throughout my sessions, but the added context is definitely a game changer and something I've been looking for.
Definitely will try this out. Rooting for you guys!
Curious how context staleness is handled — if I update a doc in a connected app mid-conversation, does the MCP layer reflect that in real-time or on a sync interval?
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!
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 659 upvotes and 130 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 (652.8k followers) and Artificial Intelligence (469.8k followers) on Product Hunt. Together, these topics include over 232.8k 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. 🙏