Top AI Repos — open-source AI, indexed and scored
Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
A persistent, unified memory layer for all your AI agents (e.g. Claude Code, Codex), backed by Markdown and Milvus.
| Date | Stars |
|---|---|
| 2026-07-24 | 2379 |
| 2026-07-25 | 2381 |
| 2026-07-28 | 2381 |
| 2026-07-30 | 2381 |
| 2026-07-31 | 2405 |
| 2026-08-06 | 2405 |
Today
— stars today
This week
+24 stars this week
This month
— stars this month
Momentum
79.0
growth rate 1.01%/day
<h1 align="center"> <img src="assets/logo-icon.jpg" alt="" width="100" valign="middle"> 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> <a href="https://github.com/zilliztech/memsearch/stargazers"><img src="https://img.shields.io/github/stars/zilliztech/memsearch?style=flat-square" alt="Stars"></a> <a href="https://discord.com/invite/FG6hMJStWu"><img src="https://img.shields.io/badge/Discord-chat-7289da?style=flat-square&logo=discord&logoColor=white" alt="Discord"></a> <a href="https://x.com/zilliz_universe"><img src="https://img.shields.io/badge/follow-%40zilliz__universe-000000?style=flat-square&logo=x&logoColor=white" alt="X (Twitter)"></a> </p> <p align="center"> <img src="https://github.com/user-attachments/assets/427b7152-bc16-408c-a8b0-59a2b05fd1e0" alt="memsearch demo" width="800"> </p> ## 📰 What's New - **Skills from memory** — MemSearch now distills the workflows you repeat into reusable, installable agent skills (a third "procedural memory" layer) and keeps them up to date in the background. See [Skills from Memory](#skills-from-memory). - **Advanced memory maintenance** — optional background tasks keep durable `PROJECT.md` and `USER.md` notes current across sessions. See [Advanced Memory Maintenance](#advanced-memory-maintenance). --- ### Why memsearch? - 🌐 **All Platforms, One Memory** — memories flow across [Claude Code](plugins/claude-code/README.md), [OpenClaw](plugins/openclaw/README.md), [OpenCode](plugins/opencode/README.md), and [Codex CLI](plugins/codex/README.md). A conversation in one agent becomes searchable context in all others — no extra setup - 👥 **For Agent Users**, install a plugin and get persistent memory with zero effort; **for Agent Developers**, use the full [CLI](https://zilliztech.github.io/memsearch/cli/) and [Python API](https://zilliztech.github.io/memsearch/python-api/) to build memory and harness engineering into your own agents - 📄 **Markdown is the source of truth** — inspired by [OpenClaw](https://github.com/openclaw/openclaw). Your memories are just `.md` files — human-readable, editable, version-controllable. Milvus is a "shadow index": a derived, rebuildable cache - 🔍 **Progressive retrieval, hybrid search, smart dedup, live sync** — 3-layer recall (search → expand → transcript); dense vector + BM25 sparse + RRF r
Excerpt of 27,548 characters
Read on GitHub
Cheney Zhang · @zilliztech · China
351
Sense_wang
20
16
15
4
3
3
1
1
1
1
1
1
1
1
CYJiang · @MooreThreads · China
1
Antonin Stefanutti · Red Hat · France
1
Mourn_Fall
1
1
1
Would you bet a product on this? Bounded 0–100 and slow moving.
matched fp:6670706fcc6e8c96, topic:rag, topic:memory, desc:memory layer
matched fp:6670706fcc6e8c96, topic:semantic-search, readme:hybrid search
matched fp:6670706fcc6e8c96, topic:ai-agents, desc:ai agents