The Read-Later Graveyard
YouTube videos, podcasts, and articles you swore you'd revisit — buried in five different apps.
— For everyone with 400 unread tabs —
You don't need a smarter AI.
You need better context.
The easiest way to save anything you read, watch, or listen to — and actually use it again, through any AI you already trust.
Be first in line to get access to Takt
The problem
You save things thinking “I’ll get back to this.”
You never do. The article dies in a Read Later. The podcast buries itself in your queue. The screenshot rots in your camera roll.
Lost in the Scroll
Reels, TikToks, and tweets you saved as inspiration. Now invisible inside each app's private vault.
PDFs & Tabs Everywhere
Research PDFs in Downloads, articles pinned in 40 browser tabs. None of it searchable, none of it yours.
Buried in Inboxes
The link a colleague sent in Slack. The newsletter you starred in Gmail. The LinkedIn post you bookmarked. Gone.
Saved, Then Forgotten
Reddit saves, X bookmarks, browser favorites — three separate piles your AI will never see.
Trapped by Format
Audio, video, and documents that should be one searchable library — not three siloed formats.
— The fix —
Actually use what
you have consumed.
Outcome · 01
One place. Everything.
YouTube, podcasts, PDFs, IG, articles, voice notes. Save it once and it lives forever in your library as clean Markdown.
YouTubePodcastIGPDF
Outcome · 02
Auto-sorted. Auto-tagged.
Takt reads what you save, pulls out the insights, and files it under the right tags — without you opening a thing.
auto-tagged
#ml#productivity#transformers
Outcome · 03
Talk to it all.
Point Claude, ChatGPT, or any MCP agent at your library. Every note is live context — the AI finally knows what you know.
claude > what did I save on sleep?
→ 6 notes · 22 insights
Source → Note · in real time
Anything in.
A structured note out.
Source · YouTube22:14
How transformers actually work
3Blue1Brown · 2.1M views
Raw transcript
… 4,218 more lines
Takt note · Markdown.md · 4.2 KB
# How transformers actually work
source: youtube.com/watch?v=… · captured 3 min ago
## Summary
## Key insights (14)
- Self-attention is a weighted lookup, not magic.
- Positional encoding carries order info explicitly.
- Residuals prevent vanishing-gradient death.
- + 11 more
## Tags
#ml#transformers#deep-learning#3b1b
YouTubePodcastPDFArticleVoice noteIG Reel
<60 seconds, end to end. No reformatting. No copy-pasting into Notion.
Mobile · Share sheet
Capture it the moment you find it.
youtube.com
▶
Share via
Takt
Notes
Mail
Slack
Source · Mobile · iOS / Android
You're already in the app. You hit share. Takt catches it.
One tap from YouTube, Safari, Podcasts, Instagram — straight into your library as clean Markdown. No tab switching, no copy-paste.
Your library · auto-tagged
Searchable. Tagged. Yours.
- YouTubeHow transformers actually work3 min ago · 14 insights · #ml #transformers
- Attention is all you need — annotated2h · 22 insights · #ml #papers
- PodcastLex Fridman × Karpathy on LLM trainingyesterday · 41 insights · #podcast #ml
- VoiceVoice note — product ideas, Tuesday2d · 7 insights · #ideas
- IGIG Reel — GPU arbitrage explainer4d · 3 insights · #hardware
- ArticleWhy context windows matter more than model size6d · 6 insights · #ai #rag
MCP-nativeFeed any LLM
Feed any LLM
directly from
your library.
Claude, ChatGPT, Cursor — anything that speaks MCP can query everything you've ever saved as live context.
$ claude --mcp takt
connecting to takt://library …
→ 342 notes indexed
> find my notes on transformers
→ 14 entries · #ml #transformers
What changes
A week, before and after Takt.
BeforeYou saved 14 things.
You saved 14 things.
You read 0.
- · 3 Lex podcasts in the queue
- · 6 tabs still open from Tuesday
- · 2 IG saves you'll never revisit
- · A PDF you opened once
- · That voice memo from the shower
After
14 saved. 14 used.
- · All in .md in your library
- · Summary + key insights per item
- · Tagged and searchable
- · Claude pulls from them daily
- · You actually retain what you read
Under the hood · briefly
1 · Paste
Any URL or file
2 · Structure
Transcribe · summarize · tag
3 · Keep
Clean .md · yours
4 · Use
Any AI · via MCP
<60 seconds, end to end. No reformatting. No copy-pasting into Notion.
FAQ
Frequently Asked Questions
Everything you've ever saved.
Finally in one place.
Start with one link. See what a week of Takt looks like.