Memstem

One memory layer for every AI agent

AI Clients

sources — write to disk

◎

Claude Code

anthropic

▤

◎

OpenClaw

agent runtime

▤

◎

Codex

openai

▤

+

Cursor · Aider · yours

adapter SDK — on the roadmap

writes session + memory files to disk

inotify watch

adapters

Memstem

Pull-based — survives every client upgrade

normalize

embed queue

Canonical Vault

markdown — git-friendly, rebuildable

🗀 memories/

▤ note1.md · note2.md

🗀 skills/

🗀 sessions/

🗀 distillations/

🗀 daily/

SQLite Index

rebuildable from canonical vault

FTS5

BM25 keyword

sqlite-vec

cosine sim.

RRF fusion

MCP API

HTTP API

CLI