A persistent, unified memory layer for all your AI agents (e.g. Claude Code, Codex), backed by Markdown and Milvus.
- ✓Open-source license (MIT)
- ✓Actively maintained (<30d)
- ✓Healthy fork ratio
- ✓Clear description
- ✓Topics declared
git clone https://github.com/zilliztech/memsearch && cp memsearch/*.md ~/.claude/agents/2 items in this repository
Diagnose and configure MemSearch memory behavior for the OpenCode plugin. Use when the user asks about MemSearch configuration, plugin summarization, PROJECT.md/USER.md maintenance, memory directories, index health, provider routing, prompt files, or migration/compatibility questions.
Search and recall relevant memories from past sessions via memsearch. Use when the user's question could benefit from historical context, past decisions, debugging notes, previous conversations, or project knowledge -- especially questions like 'what did I decide about X', 'why did we do Y', or 'have I seen this before'. Also use when you see `[memsearch] Memory available` hints injected via SessionStart or UserPromptSubmit. Typical flow: search for 3-5 chunks, expand the most relevant, optionally deep-drill into original transcripts via the anchor format. Skip when the question is purely about current code state (use Read/Grep), ephemeral (today's task only), or the user has explicitly asked to ignore memory.
Subagents overview
What people ask about memsearch
What is zilliztech/memsearch?
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zilliztech/memsearch is subagents for the Claude AI ecosystem. A persistent, unified memory layer for all your AI agents (e.g. Claude Code, Codex), backed by Markdown and Milvus. It has 2k GitHub stars and was last updated yesterday.
How do I install memsearch?
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You can install memsearch by cloning the repository (https://github.com/zilliztech/memsearch) or following the README instructions on GitHub. ClaudeWave also provides quick install blocks on this page.
Is zilliztech/memsearch safe to use?
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Our security agent has analyzed zilliztech/memsearch and assigned a Trust Score of 97/100 (tier: Verified). See the full breakdown of passed checks and flags on this page.
Who maintains zilliztech/memsearch?
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zilliztech/memsearch is maintained by zilliztech. The last recorded GitHub activity is from yesterday, with 215 open issues.
Are there alternatives to memsearch?
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Yes. On ClaudeWave you can browse similar subagents at /categories/agents, sorted by popularity or recent activity.
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[](https://claudewave.com/repo/zilliztech-memsearch)<a href="https://claudewave.com/repo/zilliztech-memsearch"><img src="https://claudewave.com/api/badge/zilliztech-memsearch" alt="Featured on ClaudeWave: zilliztech/memsearch" width="320" height="64" /></a>More Subagents
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