Private Brain, Public Surface
duSraBheja
The problem: I have notes in Discord, bookmarks in the browser, PDFs on my desktop, voice memos on my phone, ideas in random text files. When I need to find something I captured three weeks ago, I can't. Every knowledge management tool I tried required manual organization - and I don't do manual organization consistently. duSraBheja is m…
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- I capture ideas, notes, and references constantly - across Discord, conversations, PDFs, voice memos - but they end up scattered and unfindable. duSraBheja solves this: 5 specialized AI agents (classifier, librarian, retriever, clarifier, storyteller) automatically categorize, embed, and merge everything into canonical knowledge notes with semantic search.
- Built an MCP server (FastMCP) that exposes the brain as 6 tools so any MCP-compatible AI agent (Claude Code, Codex) can read from and write to my knowledge base. This turns a personal note system into an AI-accessible memory layer - when I'm coding, the AI can pull relevant context without me copy-pasting anything.
- Multi-agent system design (specialized agents with different models for different tasks)
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The problem: I have notes in Discord, bookmarks in the browser, PDFs on my desktop, voice memos on my phone, ideas in random text files. When I need to find something I captured three weeks ago, I can't. Every knowledge management tool I tried required manual organization - and I don't do manual organization consistently. duSraBheja is m…
Curated baseline