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Your context is outdated within a week.
You flood under tons of .md files.
A few clicks from AI finally doing its job right.
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From hundreds of integrations, extract data, segment it and prepare for retrieval.
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Plug Claude Code, OpenClaw, Perplexity via MCP and make sure it has always up-to-date context.
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And forget. From now on, your context is always up-to-date in every agent, LLM and app you use.
State of art context technology
Raw signal in at the top. Three layers of context engineering segment, compress and gate it on the way down. Clean, scoped context out at the bottom.
Context segmentation
Every piece of incoming context is automatically tagged across topic, confidence, sensitivity, source app, and personal versus professional axes. Retrieval can then target any slice — only the bucket relevant to the current question is surfaced, not your whole life history.
Retrieval efficiency
Standard RAG dumps every loosely-matched chunk into the prompt. Unabyss scores and extracts only the lines that actually answer the question — the same response with up to 10× fewer tokens. Cheaper, faster, and far less context-rot in the model.
Permission layer
Four toggleable scopes the assistant respects on every single retrieval: no restriction, exclude private information, exclude company confidential, or exclude an entire source app. Filters apply at retrieval time so blocked context never reaches the model — not even partially.
Use your context via MCP everywhere
One install command. Instant up-to-date context inside every agent.
$ claude mcp add --transport http unabyss https://mcp.unabyss.com/Built for everyone
Every coding agent picks up where the last one left off.
Every AI you touch sounds like the company, not like ChatGPT.
Triage cold inbound and remember every founder you've ever met.
Generate copy that sounds on-brand from the first draft.
Plug your context into every outbound and ops workflow.
Start free. Then pick your plan.
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From the Unabyss Vault
Guides on personal context for AI - what it is, how to build it, and why it matters.
Read article 36% Cheaper, 38% Faster: What Structured AI Context Is Worth
We ran the same 20 tasks 60 times in Claude Code, changing only whether context was structured and waiting. With context ready, work came out 36% cheaper, 38% faster, and scored 8.9 vs 7.7 out of 10.
20 August 2026 · 4 min read
Read article Is Product Hunt Worth It? 6 Winners Answer (Plus the #1 Hunter)
Everyone has a Product Hunt opinion. Almost nobody handing one out has actually won. We asked six founders who did — plus Rohan (#1 hunter) and Gabe (PH curation) — what helped them win and whether it was worth the effort.
19 August 2026 · 3 min read
Read article Why Markdown Files Aren't Enough to Give AI Memory
The advice sounds simple: give the AI a file. Write down who you are, what you're working on, and your rules in a plain text document, hand it to the tool, and stop repeating yourself. For a week...
14 August 2026 · 6 min read


