automem: Long-term memory for AI assistants

by verygoodplugins · Agent Tool · ★ 826

Last updated: · Indexed by AgentSkillsHub · Auto-synced every 8h

Featured in: Knowledge Base & RAG

How to install automem

git clone https://github.com/verygoodplugins/automem.git

Taken from the project's README on GitHub. Check the security audit before running it.

Security audit verdict: SAFE · quality 64/100

None of the 42 rules matched — no credential harvesting, no data exfiltration, no curl-pipe-shell installer. Scanned against 42 published rules built on the SlowMist agent-security taxonomy, refreshed every 8 hours. Full audit →

The quality score combines nine heuristic checks of the repo and its README: completeness, clarity, specificity, examples, structure, agent readiness, step-by-step content, instruction quality and security notes. It rates how well the project explains itself to an agent, not the code.

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Quick Facts

Stars826
Forks111
LanguagePython
CategoryAgent Tool
LicenseMIT
Quality Score64/100
Open Issues17
Last Updated2026-11-02
Created2025-09-16
Platformspython
Est. Tokens~16k

About automem

Long-term memory for AI assistants. Graph + vector. Runs on your hardware. containing a thumbnail image linking to the vidrush demo URL once recorded. Suggested markup: <img src="docs/img/

Compatible Skills

These tools work well together with automem for enhanced workflows:

  • honcho — semantic(0.45)+complementary+rare_topics+same_lang+similar_pop+shared_platform (70%)
  • mcp-memory-service — semantic(0.35)+complementary+rare_topics+same_lang+similar_pop+shared_platform (67%)
  • mengram — semantic(0.32)+complementary+rare_topics+same_lang+similar_pop+shared_platform (66%)
  • claude-self-reflect — semantic(0.27)+complementary+rare_topics+same_lang+similar_pop+shared_platform (63%)
  • forgetful — semantic(0.28)+complementary+rare_topics+same_lang+similar_pop+shared_platform (59%)

automem alternative? Top 6 similar tools

Looking for a automem alternative? If you're comparing automem with other agent tool tools, these 6 projects are the closest alternatives on Agent Skills Hub — ranked by topic overlap, star count, and community traction.

  • Grov by TonyStef · ⭐ 192

    Grov automatically captures the context from your private AI sessions and syncs it to a shared team memory. It

  • argo by xark-argo · ⭐ 827

    ARGO is an open-source AI Agent platform that brings Local Manus to your desktop. With one-click model downloa

  • BambooAI by pgalko · ⭐ 791

    A Python library powered by Language Models (LLMs) for conversational data discovery and analysis.

  • LLM-Agents-Ecosystem-Handbook by oxbshw · ⭐ 555

    One-stop handbook for building, deploying, and understanding LLM agents with 60+ skeletons, tutorials, ecosyst

  • mira-OSS by taylorsatula · ⭐ 477

    This is the public release of MIRA OS. Discrete memories decay through momentum loss, tools auto-configure whe

  • aser by AmeNetwork · ⭐ 469

    Aser is a lightweight, self-assembling AI Agent frame.

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How this security grade is produced

Grades come from a rule-based scan built on the SlowMist agent-security taxonomy: 42 published rules, covering credential harvesting, data exfiltration, curl | sh installers and more. 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:

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