No red flags found in any of the 11 categories — no credential harvesting, no data exfiltration, no curl-pipe-shell installer. Scanned against the SlowMist agent-security taxonomy, refreshed every 8 hours. Full audit →
by qualixar · MCP Server · ★ 226
Last updated: · Indexed by AgentSkillsHub · Auto-synced every 8h
🔒 Is superlocalmemory safe to install? View the security audit →
SuperLocalMemory V3.6 Save up to 90% on every LLM API call. Cache. Compress. Remember.The only local-first memory system that SKIPS repeat calls (100% saved), SHRINKS prompts 60-95%, and REMEMBERS everything — locally, for free. For Claude Code, Cursor, Windsurf, and any AI client. v3.6.0 "Optimize" — Cache & Compress & Align. Save up to 90% on every LLM API call — locally. One command: slm wrap claudeAlso includes v3.5 Scale-Ready: 6-channel recall <1s, CozoDB + LanceDB, Core Memory Block. Your database auto-migrates. Backed by 3 published research papers (arXiv preprints + Zenodo-archived) · arXiv:2603.02240 · arXiv:2603.14588 · arXiv:2604.04514 Saves up to 90% on LLM API costs · +10.6pp vs Mem0 zero-LLM · 85% Open-Domain (best zero-LLM score) · EU AI Act Ready <img src="https://img.shields.io/badge/arXiv-2603.14588-b31b1b?style=for-the-badge&logo=arxi
| Stars | 226 |
| Forks | 35 |
| Language | Python |
| Category | MCP Server |
| License | AGPL-3.0 |
| Quality Score | 67.1937083090551/100 |
| Open Issues | 5 |
| Last Updated | 2026-09-12 |
| Created | 2026-02-05 |
| Platforms | claude-code, mcp, python |
| Est. Tokens | ~25k |
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superlocalmemory is Open-source governed, local-first memory control plane for AI agents and teams. arXiv:2608.08253. It is categorized as a MCP Server with 226 GitHub stars.
superlocalmemory is primarily written in Python. It covers topics such as agent-memory, agent-reliability, ai-agents.
You can find installation instructions and usage details in the superlocalmemory GitHub repository at github.com/qualixar/superlocalmemory. The project has 226 stars and 35 forks, indicating an active community.
superlocalmemory is released under the AGPL-3.0 license, making it free to use and modify according to the license terms.
The top alternatives to superlocalmemory on Agent Skills Hub include Ori-Mnemos, omega-memory, memorix. Each offers a different approach to the same problem space — compare them side-by-side by stars, quality score, and community activity.
Grades come from a rule-based scan built on the SlowMist agent-security taxonomy, covering 11 red-flag categories including credential harvesting, data exfiltration, and curl | sh installers. It is a first-layer scan, not a manual audit — we say so rather than overstate it.
The scale of the problem is documented independently: Liu et al. (2026), in a study of 31,132 agent skills, report that 26.1% contain security vulnerabilities. Our own full-catalog census is published as a citable open dataset.
Sources & who's responsible: