Your agents and people do the work. CommonMind remembers all of it — so you can recall anything in milliseconds.
A trading platform, an AI agent on its own Raspberry Pi, a dev team, and a game where the creature remembers you — four separate case studies, one open-source memory framework. We prove it: kill the database node, and the memory — and the people relying on it — don't even notice.
The front door is a command you already know — npm. No database setup, no cloud account, no signup. And it plugs into the CLIs you already live in.
The universal one-liner. Sets up CommonMind + a local CockroachDB, zero accounts.
$ npm install -g commonmindOne MCP server covers them all — Claude, Cursor, Codex, opencode — no per-app plugins.
$ commonmind connect --claudeSemantic recall of everything it captured — in milliseconds.
$ commonmind ask "how did I fix auth?"Agents do the safe work; the risky ones stop and ask first — approve, edit, or deny from the CLI.
$ commonmind ask --approval "deploy?"This is a live capture from CommonMind's own dashboard — Ocean Dreams, a trading bot, Finestra, and coding sessions, all radiating out from one CommonMind Core. Every point of light is a real memory; the connections are real recalls, not decoration.
Contribute to the shared memory. Visible to teammates and agents, searchable by everyone — a crowdsourced datastore of what your company knows.
Contribute quietly. Retained for you, never added to the company index. Your footprint stays yours.
Employees and their dedicated AI agents feed the same memory — a deploy agent recalls the last rollout, a support agent remembers every ticket, and both enrich what the whole company knows.
Memories connect to memories. The graph shows what depends on what, and who — or which agent — knows it, so nothing important goes quiet.
An interactive constellation you can fly through — click a node to open the memory behind it. Fly through the real one →
An agent whose memory goes offline doesn't degrade gracefully — it stops. So CommonMind stores its memory in the database designed to survive: resilient, globally consistent, and SQL-familiar.
Data is automatically replicated across multiple nodes for high availability and failover. Hardware failure or maintenance won't take your agents' memory away.
Survives disk, machine, rack, and even datacenter failures with minimal latency disruption and no manual intervention — which is why principle #10 is committed to on camera.
As your workforce of agents grows, add nodes. Captures, recalls, and the memory graph scale without a drop in performance.
Every copy across nodes reflects the same state — full ACID transactions, so agents and humans never see contradictory memory.
Reads near your agents for low latency, meets data-sovereignty requirements, and survives regional outages — an extra layer of data safety.
PostgreSQL wire protocol and most Postgres syntax. Your engineers and your tools migrate onto CommonMind without learning a new language.
A company's shared knowledge. An AI agent with its own inbox. A dev team's coding sessions. A live trading platform. A game that remembers its players. All five run on the same CockroachDB memory core — pick a tab to see the real thing.
The same pattern generalizes to any team: capture what people and their agents know as they work — decisions, handoffs, runbooks, client history — into one shared memory. Nothing forgotten when someone leaves, nothing waiting on the one person who remembers.
Run CommonMind free forever on your own infrastructure — your memory, your control. Or let us host it on serverless AWS with a 99% uptime guarantee — free for a limited time while we're in launch.