Memsearch Agent Skill
by zilliztechA persistent, unified memory layer for all your AI agents (e.g. Claude Code, Codex, DSH), backed by Markdown and Milvus.
Memsearch is an open-source agent skill by zilliztech, written mainly in Python, with 2,814 GitHub stars and the MIT license. Its code was last updated Oct 27, 2026. The latest PyPI release is memsearch 0.4.24, published Nov 13, 2026, with 27,836 downloads last week.
Scan summary: scanned Nov 5, 2026 at commit cf32d85. No capabilities flagged by our checks. Scan policy
What Memsearch can touch
- Our checks did not find this. The tool may still do it.Run shell commandsNot seen in this scan
- Our checks did not find this. The tool may still do it.Run dynamic codeNot seen in this scan
- Our checks did not find this. The tool may still do it.Read or write filesNot seen in this scan
- Our checks did not find this. The tool may still do it.Read environment and secretsNot seen in this scan
- Our checks did not find this. The tool may still do it.Control a web browserNot seen in this scan
- Our checks did not find this. The tool may still do it.Connect to databasesNot seen in this scan
- Our checks did not find this. The tool may still do it.Read or send messagesNot seen in this scan
- Our checks did not find this. The tool may still do it.Touch money or tradingNot seen in this scan
- Our checks did not find this. The tool may still do it.Connect to the internetNot run in this scan
"Not seen" means our checks did not find it, and the tool may still do it. Covers commit cf32d85, Nov 5, 2026. See the scan policy.
Before you install Memsearch
AgenticMart scanned Memsearch on Nov 5, 2026 with automated checks for hidden code, known-malicious packages, leaked secrets and vulnerable dependencies. The result covers one commit under our scan policy, so review what access you give it and check any advisories shown here.
What it can access
- A skill is instructions plus optional scripts. The instructions steer your agent; any scripts run on your machine when the agent uses the skill.
Before you install
- Pin the version you reviewed instead of always installing the latest release.
- Read the tool list or scripts before the first run, and keep approval prompts on for actions that write, send or delete.
- Maintained by zilliztech on GitHub, 2,814 stars and 278 forks. Popularity is not proof of safety.
- Last code change: Oct 27, 2026.
- Open-source license: MIT.
Memsearch is an open-source agent skill by zilliztech, written mainly in Python. A persistent, unified memory layer for all your AI agents (e.g. Claude Code, Codex, DSH), backed by Markdown and Milvus.
At a glance
- Stars
- 2.8k
- Forks
- 278
- Language
- Python
- License
- MIT
- Created
- Feb 2026
- Last update
- Oct 27, 2026
- Type
- Agent Skill
- Price
- Free
Topics
Questions about Memsearch
What is Memsearch?
A persistent, unified memory layer for all your AI agents (e.g. Claude Code, Codex, DSH), backed by Markdown and Milvus.
Who maintains Memsearch?
Memsearch is maintained by zilliztech on GitHub (zilliztech/memsearch). AgenticMart lists it from public repository data.
Is Memsearch safe to use?
AgenticMart scanned Memsearch on Nov 5, 2026 with automated checks for hidden code, known-malicious packages, leaked secrets and vulnerable dependencies. The result covers one commit under our scan policy, so review what access you give it and check any advisories shown here.
What license does Memsearch use?
It is published under the MIT license.
Memsearch alternatives
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|---|---|---|---|---|
| Memsearch (this page) zilliztech | 2.8k | MIT | Oct 27, 2026 | Scanned, no flagged issues |
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