Claude Code ecosystem
memsearch
A persistent, unified memory layer for all your AI agents (e.g. Claude Code, Codex), backed by Markdown…
Popularity
★ 2.4k
Last update
July 2026
License / pricing
MIT
Category
Claude Code ecosystem
What it does
A persistent, unified memory layer for all your AI agents (e.g. Claude Code, Codex), backed by Markdown and Milvus.
Summary based on the project's own description. The Japanese page has a fuller beginner guide: setup difficulty, what to prepare, and a step-by-step start.
Screenshots & visuals

Before you start
- Setup difficultySome setup needed
- Command lineRequired
- API keyNot required
- Sends data onlineNo
Judged automatically from the project's own metadata. Always confirm on the official page.
memsearch FAQ
- Is memsearch free?
- Yes. It runs on your own machine, so there is no usage-based cost either.
- Do I need to install anything or write code to use memsearch?
- It needs the command line. If you are not comfortable typing commands, expect to get stuck during setup.
- Does memsearch work on a phone?
- No. It needs a computer.
- Can I use memsearch commercially?
- The licence is MIT, which permits commercial use. Conditions such as keeping the copyright notice still apply, so read the licence text before shipping it inside something.
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