Use cases

Memory for coding agents

“deploys go through scripts/release.sh, never manual” saved once, recalled in every later session.

One daemon, one store. What Claude Code saved is there in Cursor or Codex. No vendor owns it.

Dedup absorbs the noise, and contradiction detection stops a confused agent overwriting a good fact.

memloom context add ./notes

If you know NotebookLM, this is that idea, but local, open source, and readable by every agent you connect.


Recallable both ways	By meaning and by exact phrase, cited back to file, section and page
One copy	Every tool reads the same store instead of keeping its own partial one
Stays in step	Re-run `context add`: changed files re-ingest, unchanged ones are skipped