SuperBrain: The AI-Powered 'Save It Later' Brain You Actually Use
How many times have you saved a Reel or YouTube video thinking “I’ll come back to this” — only to forget why you saved it in the first place?
Your saved content is scattered across silos:
- Instagram Saved — a graveyard with no search
- YouTube Watch Later — endless pile, no context
- Browser bookmarks — folders of dead links
- Screenshots — no searchable text
SuperBrain fixes this. It’s a self-hosted Android app + Python backend that acts as your AI-powered content archive.
How It Works
Share any URL from any app → SuperBrain analyzes it with AI in seconds and gives you:
- Clean title and summary — instantly know what it’s about
- Auto-assigned category and tags — filtering at a glance
- Music identification — Shazam detects background tracks from reels
- Audio transcription — full text from videos
- Smart reminders — actually brings you back to content
Everything stored in a local SQLite database you own. No subscriptions, no cloud lock-in.
One Command to Run
npx -y superbrain-server@latestThat’s it. Downloads the backend, sets up a virtual environment, runs the setup wizard, and starts the API server.
What It Handles
| Content Type | What SuperBrain Does |
|---|---|
| Instagram posts/reels | Downloads, extracts caption, transcribes audio, identifies music |
| YouTube videos | Gemini analyzes natively (no download needed) |
| Web pages | Multi-strategy scraping + AI summary |
| Any URL | Categorizes, tags, makes searchable |
Smart AI Model Router
Free AI APIs have rate limits and downtime. SuperBrain solves this with automatic fallback:
| Task | Fallback Order |
|---|---|
| Text analysis | Groq → Gemini → OpenRouter → Ollama |
| Vision | Gemini → Groq Vision → OpenRouter → Ollama |
| Transcription | Groq Whisper → Local Whisper |
| YouTube | Gemini (native URL understanding) |
The router tracks response times, promotes faster models automatically, and cools down failed providers. You never think about which API is working.
Features That Matter
Collections — Watch Later, Recipes, Work, or any category you create
Full-text search — Search across titles, summaries, tags, and transcriptions
Watch Later reminders — Daily notifications spread between 8 AM – 9:30 PM, unique time slot per post
Urgent alerts — Morning notifications for deadline-sensitive content (exams, hackathons)
Offline-first — Queues saves locally, syncs when reconnected
Retry recovery — Failed analyses can be retried from the Library
Architecture
superbrain/
├── backend/ # Python FastAPI (18 endpoints)
│ ├── analyzers/ # Vision, audio, music, text, YouTube, web
│ ├── instagram/ # Instaloader engine
│ └── core/ # Multi-provider AI router
└── superbrain-app/ # React Native (Expo SDK 54)The backend is lightweight — runs on your PC, a Raspberry Pi ($50 one-time), or any $4/mo VPS.
API Keys (All Optional)
| Provider | Notes |
|---|---|
| Gemini | Most generous free tier — recommended starting point |
| Groq | Fastest inference |
| OpenRouter | Free model router with many options |
| Ollama | Local inference, fully offline fallback |
You don’t need all of them. The router falls back automatically.
Instagram Without Login
Works without credentials for public posts. Add a (secondary) Instagram account to remove rate limits and access followed private accounts.
Why This Beats Alternatives
Most “save for later” apps are just link collectors. SuperBrain actually processes your content:
- Extracts the text you’d need to search
- Summarizes so you remember why you saved it
- Identifies music so you can find that track
- Organizes into searchable, filterable collections
- Reminds you at useful times
It’s the second brain that actually works because you can find what you saved.
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