MindMemOS: what it is, how to install & alternatives

by mindscale-noah · Codex Skill · ★ 998

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

How to install MindMemOS

pip install mindmemos-sdk
pip install mindmemos-sdk    # or: uv add mindmemos-sdk

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

Security audit verdict: SAFE · quality 53/100

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.

agentagent-memoryagent-skillsagenticdsh-plugindsh-pluginsopenclawopenclaw-agentopenclaw-pluginrag

Quick Facts

Stars998
Forks100
LanguagePython
CategoryCodex Skill
Quality Score53/100
Last Updated2026-09-29
Created2026-06-23
Platformspython
Est. Tokens~19k

About MindMemOS

简体中文   │ &

Compatible Skills

These tools work well together with MindMemOS for enhanced workflows:

  • awesome-deepseek-harness — semantic(0.37)+complementary+rare_topics+same_lang+similar_pop+shared_platform (67%)
  • builder-essential-skills — semantic(0.34)+complementary+same_lang+similar_pop+shared_platform (62%)
  • mcp-for-stata — semantic(0.20)+complementary+rare_topics+same_lang+similar_pop+shared_platform (62%)
  • vmlx — semantic(0.18)+complementary+rare_topics+same_lang+similar_pop+shared_platform (61%)
  • coding-tools-mcp — semantic(0.30)+complementary+same_lang+similar_pop+shared_platform (60%)

MindMemOS alternative? Top 6 similar tools

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

  • memsearch by zilliztech · ⭐ 2.8k

    A persistent, unified memory layer for all your AI agents (e.g. Claude Code, Codex, DSH), backed by Markdown a

  • memory-lancedb-pro by CortexReach · ⭐ 4.5k

    Enhanced LanceDB memory plugin for OpenClaw — Hybrid Retrieval (Vector + BM25), Cross-Encoder Rerank, Multi-Sc

  • nuwax by nuwax-ai · ⭐ 901

    Nuwax Agent OS - An enterprise-grade AI Agent Development and Operation Platform - Providing a complete soluti

  • graph-memory by adoresever · ⭐ 633

    Deepseek Harness、Openclaw知识图谱记忆插件。2026年4月受邀发布在清华大学讨论会。Knowledge Graph + Memory；Knowledge Graph Context Engine

  • Vibe-Skills by foryourhealth111-pixel · ⭐ 3.8k

    Intelligent Skill routing and workflow orchestration for AI agents — +21.12 pp reward, −29.6% tokens on Skills

  • EchoBird by edison7009 · ⭐ 3.5k

    All-in-one AI desktop app: one-click install for Claude Code, Codex CLI, DeepSeek and more, manage AI accounts

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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:

View on GitHub → Browse Codex Skill tools