superlocalmemory
Enables fast, accurate contextual recall without cloud dependencies or vendor lock-in, reducing latency, privacy risk, and per-token costs while maintaining …
World's first local-only AI memory to break 74% retrieval and 60% zero-LLM on LoCoMo. No cloud, no APIs, no data leaves your machine. Additionally, mode C (LLM/Cloud) - 87.7% LoCoMo. Research-backed. arXiv: 2603.14588
- Store and retrieve sensitive customer interaction history without cloud transmission
- Build offline-capable conversational AI for regulated industries
- Implement local AI memory in air-gapped or low-connectivity environments
Enables fast, accurate contextual recall without cloud dependencies or vendor lock-in, reducing latency, privacy risk, and per-token costs while maintaining enterprise data sovereignty.
Data teams and compliance-driven enterprises requiring local AI memory systems with sub-millisecond retrieval and zero external API calls.
https://github.com/qualixar/superlocalmemory
By qualixar
How to Get It
npm install -g superlocalmemory slm setup # choose mode (A/B/C) slm doctor # verify (or: pip install superlocalmemory)
After installing, paste this into Claude:
Help me store and retrieve sensitive customer interaction history without cloud transmission
Trust Signals Auto-scanned
Community Pulse Emerging
Discussed on Hacker News
- Show HN: SuperLocalMemory– Local-first AI memory for Claude, Cursor and 16+tools — Hacker News · 1 pts
- Show HN: SuperLocalMemory – AI memory that stays on your machine, forever free — Hacker News · 1 pts
2 mentions across 1 sources
Reviewer notes
Auto-scanned review. These are observations, not a security certification.
Auto-assessment from April sweep — baseline scores pending hands-on review.
2026-04-18: Approved in April sweep: Solid adoption but with caveats (license or maintenance cadence) — pilot carefully.
Things to check
- Retrieval accuracy drops to 74% in local-only mode versus 87.7% with cloud augmentation; requires sufficient local storage and compute for memory indexing. Early-stage research tool; production deployment maturity not yet established.
- License (AGPL-3.0) may restrict commercial use. Check with your legal team.
How to evaluate tools before deploying →
Data shown here comes from public APIs and automated scanning. Reviewer notes reflect one person's experience. This is not a security certification or legal recommendation. Always evaluate tools according to your own organization's policies.