zilliztech/memsearch

1,340 stars · Last commit 2026-04-22

A Markdown-first memory system, a standalone library for any AI agent. Inspired by OpenClaw.

README preview

<h1 align="center">
  <img src="assets/logo-icon.jpg" alt="" width="100" valign="middle">
  &nbsp;
  memsearch
</h1>

<p align="center">
  <strong>Cross-platform semantic memory for AI coding agents.</strong>
</p>

<p align="center">
  <a href="https://pypi.org/project/memsearch/"><img src="https://img.shields.io/pypi/v/memsearch?style=flat-square&color=blue" alt="PyPI"></a>
  <a href="https://zilliztech.github.io/memsearch/platforms/claude-code/"><img src="https://img.shields.io/badge/Claude_Code-plugin-c97539?style=flat-square&logo=claude&logoColor=white" alt="Claude Code"></a>
  <a href="https://zilliztech.github.io/memsearch/platforms/openclaw/"><img src="https://img.shields.io/badge/OpenClaw-plugin-4a9eff?style=flat-square" alt="OpenClaw"></a>
  <a href="https://zilliztech.github.io/memsearch/platforms/opencode/"><img src="https://img.shields.io/badge/OpenCode-plugin-22c55e?style=flat-square" alt="OpenCode"></a>
  <a href="https://zilliztech.github.io/memsearch/platforms/codex/"><img src="https://img.shields.io/badge/Codex_CLI-plugin-ff6b35?style=flat-square" alt="Codex CLI"></a>
  <a href="https://pypi.org/project/memsearch/"><img src="https://img.shields.io/badge/python-%3E%3D3.10-blue?style=flat-square&logo=python&logoColor=white" alt="Python"></a>
  <a href="https://github.com/zilliztech/memsearch/blob/main/LICENSE"><img src="https://img.shields.io/github/license/zilliztech/memsearch?style=flat-square" alt="License"></a>
  <a href="https://github.com/zilliztech/memsearch/actions/workflows/test.yml"><img src="https://img.shields.io/github/actions/workflow/status/zilliztech/memsearch/test.yml?branch=main&style=flat-square" alt="Tests"></a>
  <a href="https://zilliztech.github.io/memsearch/"><img src="https://img.shields.io/badge/docs-memsearch-blue?style=flat-square" alt="Docs"></a>

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