memsearch

What it does

Semantic memory across coding agents, with a twist worth noting: it watches for workflows you repeat and distils them into installable skills, maintained in the background alongside durable PROJECT.md and USER.md notes. Cross-platform. Automatic background updating is convenient and means you should periodically check what it has decided to keep. Requires Milvus, so heavier to stand up than file-based memory. MIT.

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.

How it compares

The conditions that decide whether you can actually use it, side by side.

"Sends data out" means your input is uploaded to someone's server. Pick "No" when the material cannot leave your organisation.

Other claude code ecosystem tools