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Fair feedback on the site — we probably went too minimal. Here's the mechanics: *How it works:* saor is a REST API + MCP server that stores structured context
by mrjaxon 2mo ago
Fair feedback on the site — we probably went too minimal. Here's the mechanics:
*How it works:*
saor is a REST API + MCP server that stores structured context for AI agents. Not raw chat history — structured identity: who your business is, what your voice sounds like, what decisions you've made, what worked, what didn't.
1. You sign up, get an API key
2. Run `npx saor-mcp --setup --key sk_YOUR_KEY` in any project
3. Your AI tool (Claude Code, Cursor, etc.) now has 10 MCP tools: brain_context (read), brain_remember (write), brain_search (recall by tags), etc.
4. At session start, the AI loads your brain — identity, memories, constraints
5. As it works, it writes memories back — tagged, auto-linked
6. Next session, next tool, different AI entirely — same brain. Context compounds.
The brain is Postgres. No AI on our servers. Your AI tools do the thinking. We just store and serve the structured data.
*What's different from Mem0, Zep, etc:*
Most memory tools are key-value stores with vector search. Store a fact, recall a fact. Digital Post-it notes.
saor does three things they don't:
1. *Structured identity, not just memories.* Voice, audience, positioning, ethical constraints — a brain, not a notepad. Your AI doesn't just remember facts, it knows who it's working for.
2. *Knowledge graph.* Memories auto-link by tags. A "pricing" memory in one project connects to "pricing" in another. The graph builds itself — no manual linking.
3. *The brain teaches the agent.* Every context pack includes agent_instructions that tell the AI how to use the brain — read at start, write as you learn, tag for linking. The brain onboards every AI automatically. No CLAUDE.md needed.
It's free. Unlimited. The whole thing.
We'll make the site clearer — that's a fair hit.