Think fast.
Remember everything.
The AI-powered research base for vibe physics, vibe chemistry, and every field in between. Import papers, synthesize ideas, and let your knowledge compound — all on your machine.
Research at the speed of intuition
Import a paper, get atomic notes. Ask a question, search your entire atlas. Memfect does the heavy lifting so you stay in flow.
AI-powered synthesis
Drop in a paper, PDF, or YouTube lecture. Memfect breaks it into atomic notes, links concepts, and wires it into your existing knowledge graph.
Literature radar
Set watch queries on arXiv. Memfect scans for new papers, ranks them by relevance to your atlas, and surfaces what matters — automatically.
Local-first, always
Plain Markdown on your filesystem. Works offline, syncs on your terms, readable decades from now. Your research never leaves your machine.
The toolset for vibe research
Import from anywhere, synthesize with AI, and build a knowledge graph that compounds over time.
Bidirectional links
Create [[links]] between notes. Memfect tracks every connection, surfacing related concepts across papers, lectures, and your own writing.
Knowledge graph
Every note is a node, every link an edge. Watch your understanding of a field take shape as you import and connect.
From paper to atomic notes in seconds
Pull in arXiv papers, PDFs, YouTube lectures, and GitHub repos. Memfect's AI breaks each source into concept-sized notes, auto-links them to your atlas, and keeps the citations intact.
Ask your atlas anything
Vector-powered search across every note. Ask a question in plain language and get answers grounded in your own research — not the internet.
Your models, your choice
Works with OpenAI, Gemini, Claude, or local models via Ollama. Summarize, synthesize, and query your atlas with whatever LLM you trust.
Command palette
Jump to any note, run any action, switch atlases — all from a single keystroke. Never lift your hands off the keyboard to stay in flow.
Web clipper
A Chrome & Firefox extension that clips articles, docs, and threads straight into your atlas — cleaned up, linked, and ready to synthesize.
Backlinks panel
Open any note and instantly see every other note that references it. Context you forgot you had resurfaces exactly when you need it.
Knowledge that works for you
Features are nice. Here's what they actually change about the way you research.
Read once, never re-read
Every paper you import becomes linked, searchable atomic notes — so the insight is one query away instead of buried in a PDF pile.
Connections you'd have missed
Bidirectional links and the knowledge graph surface relationships across fields and months, turning scattered reading into real understanding.
Always on the frontier
Literature radar watches arXiv for you and ranks new preprints against your atlas, so you hear about what matters before everyone else.
Yours for decades
Plain Markdown on your own disk. No lock-in, no subscription to keep your notes alive, no servers between you and your thinking.
Follow curiosity, let Memfect keep up
Whatever field you're vibing with — Memfect gives you the tools to go deep, fast.
Vibe Physics
Import arXiv papers on quantum field theory or condensed matter. Memfect synthesizes them into linked atomic notes and watches for new preprints.
Vibe Chemistry
Pull in reaction mechanisms, spectroscopy data, and synthesis papers. Build a personal knowledge graph of molecular relationships and pathways.
Vibe Engineering
Clip documentation, import GitHub READMEs, and link architecture decisions. Semantic search finds that config flag you saw three months ago.
Vibe Anything
Philosophy, history, machine learning — any field where ideas connect. Import from YouTube, PDFs, or the web and let your atlas grow organically.
Start your vibe
research today
Free and local-first. No account required. Import a paper and see it click.