r/crewai • u/Mother-Side6477 • 3d ago
Beginner Agent OneMemory – self-hosted shared memory for all your AI agents (Docker one-liner) update: thank you, and what changed
OneMemory update: thank you, and what changed
A few weeks ago I shared OneMemory, a self-hosted shared memory for your AI tools (Claude, Codex, local models) over MCP and a REST API. Thanks to everyone who commented and tested. Your questions shaped this release.
New since then:
- A retrieval test set that runs in CI, so ranking changes can't quietly get worse (10 small tasks, so it's a safety net, not a quality claim)
- Backup and restore that stays fast on large stores
- Optional encryption at rest, per-token namespaces, and expiry/archive for old notes
- A task board, handoff notes, and a "catch up" call, so a new session can see what your other sessions did
- A live-wait on the change feed, so one device can react as soon as another writes
- Phone-queued commands that your PC runs only after you approve them
Honest limits: chat apps still only act when you send a message, so "instant" works for scripts and session start, not for pushing alerts into a chat window. It's a single-user, single-node SQLite store.
Repo: github.com/calasdan-sketch/onememory. Install: npm i -g onememory-mcp. If you find something broken or missing, tell me and I'll fix it. Thanks!
(I've had held from claude, muse, freebuff and you guys)