All tools / Coding-agent memory

memsearch

Unified memory for coding agents from Zilliz: Markdown files are the source of truth, indexed in Milvus, with plugins per agent.

Works with

Claude CodeCodexOpenCodeOpenClaw

Per vendor docs, checked 2026-11-09. Not tested by MemoryStack. Source

Install

uv tool install "memsearch[onnx]"

From the vendor's docs. Read them before running anything.

Details

Runs
Runs locally
MCP transport
Unknown
Auth
Unknown
Storage
Markdown files, Milvus
License
MIT
GitHub
zilliztech/memsearch
Stars
2,847
Last release
v0.4.23 · 2026-10-27
Last push
2026-11-09
Archived
No
Website
zilliztech.github.io/memsearch/

Known pitfalls

None recorded yet. Report one.

Change history

  • Added to MemoryStack.
  • Released v0.4.23. Link