memsearch: what it is, how to install & alternatives

by zilliztech · Codex Skill · ★ 2.7k

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

🔒 Is memsearch safe to install? View the security audit →

About memsearch

&nbsp; memsearch Cross-platform semantic memory for AI coding agents. <a href="https://github.com/zilliztech/memse

How to install memsearch

/plugin marketplace add zilliztech/memsearch
/plugin install memsearch

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

Security audit verdict: SAFE · quality 64/100

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 →

agentagent-memoryclaude-codeclaude-code-plugincodexdeepseekdeepseek-harnessdshdsh-pluginembeddings

Quick Facts

Stars2,730
Forks265
LanguagePython
CategoryCodex Skill
LicenseMIT
Quality Score64.1861151149996/100
Open Issues271
Last Updated2026-10-09
Created2026-02-09
Platformsclaude-code, codex, python
Est. Tokens~18k

memsearch alternative? Top 6 similar tools

Looking for a memsearch alternative? If you're comparing memsearch 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.

  • 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

  • EverOS by EverMind-AI · ⭐ 13.4k

    One portable memory layer for every AI agent: local-first, Markdown-native, user-owned, and self-evolving acro

  • MemOS by MemTensor · ⭐ 11.9k

    Self-evolving memory OS for LLM & AI Agents: ultra-persistent memory, hybrid-retrieval, and cross-task skill r

  • modsearch by liustack · ⭐ 596

    🥇 The strongest free web search plugin for DeepSeek Harness, and the search bridge for every model without na

  • ouroboros by Q00 · ⭐ 6.2k

    Agent OS: the agent gets smarter on its own. We just hold the line: Interview-gated, staged evaluation, budget

  • token-monitor by Javis603 · ⭐ 3.1k

    Local-first desktop widget for tracking token usage, costs, limits, and session activity across 45+ AI coding

More Codex Skill Tools

Explore other popular codex skill tools:

View all Codex Skill tools →

Popular Python Agent Tools

Frequently Asked Questions

What is memsearch?

memsearch is A persistent, unified memory layer for all your AI agents (e.g. Claude Code, Codex, DSH), backed by Markdown and Milvus.. It is categorized as a Codex Skill with 2.7k GitHub stars.

What programming language is memsearch written in?

memsearch is primarily written in Python. It covers topics such as agent, agent-memory, claude-code.

How do I install or use memsearch?

The README on GitHub (github.com/zilliztech/memsearch) gives: /plugin marketplace add zilliztech/memsearch , then /plugin install memsearch. Usage details are in the same README.

What license does memsearch use?

memsearch is released under the MIT license, making it free to use and modify according to the license terms.

What are the best alternatives to memsearch?

The top alternatives to memsearch on Agent Skills Hub include graph-memory, EverOS, MemOS. Each offers a different approach to the same problem space — compare them side-by-side by stars, quality score, and community activity.

How this security grade is produced

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:

View on GitHub → Browse Codex Skill tools