Hey MongoDB 
I’ve been building AladdinAI — a self-hosted, multi-agent AI workspace.
Open source, runs entirely in your own infrastructure, bring-your-own LLM provider.
What’s inside:
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Multi-agent system with persistent memory (private per-agent + shared)
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Vector recall via MongoDB Atlas
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Provider-agnostic LLM layer — connect NIM, OpenAI, Anthropic, or local models
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Tools registry with @tool decorator (no LangChain)
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Safety stack: NemoGuard, GLiNER PII, Llama Guard
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Channels: Telegram, WhatsApp, Email, SMS
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Terminal-in-browser (ttyd + wetty) with Traefik routing
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Triggers/automations via APScheduler
Stack: FastAPI + Next.js 15 + Postgres + MongoDB.
Setup is one command:
npx aladdin-ai
After that you add your LLM provider through the UI (NIM has a free tier
that works well, but anything OpenAI-compatible will plug in).
The honest part:
436 cloners organically, zero feedback. I genuinely don’t know if people
are loving it, hating it, or just curious about the README. That’s why
I’m here — I’d rather hear “this is broken” than silence.
If you try it, even just \npx aladdin-ai\ and click around for 5 minutes,
please tell me:
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What worked?
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What broke?
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What did you expect that wasn’t there?
Brutal honesty welcome.
— Aladdin