zilliztech/memsearch

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

About the project

MemSearch is a cross-platform semantic memory layer for AI coding agents that stores human-readable Markdown memories and indexes them with Milvus for searchable retrieval. It is used by agent users who want persistent context and by developers building memory features into agents across tools such as Claude Code, Codex, DeepSeek Harness, OpenClaw, and OpenCode. Catalogue add-ons provide the hooks, skills, and plugin workflows that capture, retrieve, and maintain this memory.

Latest release v0.4.19 · 23 Aug 2026

These files are zilliztech/memsearch's own configuration. They tell Claude Code how to work on this repository, so they are not mods to install elsewhere. Copy one as a starting point and replace the parts that are about this project.

2,568Stars on the repository
1Files it configures its agents with
2,349Tokens loaded in every session
1Agent configured
▶ Using Open-Source memsearch, Giving Your AI Agents Persistent, Human-Readable Memory Zilliz · about zilliztech/memsearch · on YouTube →

Instructions