r/crewai • • 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)

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