OpenAgentSkill Registry Manifest
Skill: Memsearch
Slug: zilliztech-memsearch
Category: rag-knowledge
Description: A persistent, unified memory layer for all your AI agents (e.g. Claude Code, Codex), backed by Markdown and Milvus.

Agent fit:
- Decision: 100/100 Production-ready
- Primary fit: RAG and knowledge
- Role: Primary pick

Supply profile:
- Track: Research and knowledge work
- Scenario: RAG and knowledge
- Applicable agents: Claude Code, OpenAI Agents, CLI, Codex, Cursor
- Maintenance: 1mo since push
- Risk: Safe to try

Trust:
- Trust score: 87/100 Production candidate
- Audit: 91/100 Safe to try

Attribution:
- Status: Community indexed
- Source: GitHub star discovery
- Creator: zilliztech
- Claim URL: https://www.openagentskill.com/skills/zilliztech-memsearch#claim-this-skill

Install:
npx skills add zilliztech/memsearch

URLs:
- Web: https://www.openagentskill.com/skills/zilliztech-memsearch
- API: https://www.openagentskill.com/api/agent/skills/zilliztech-memsearch
- Install API: https://www.openagentskill.com/api/skills/zilliztech-memsearch/install
- Repository: https://github.com/zilliztech/memsearch