richarvey/omnimem

omnimem.org ·在Squarecows上开发，镜像到GitHub ·GitHub上的问题

别再经历同一场游戏了。

每个编码代理会话都是从零开始的。它不知道你的项目。它不记得上周哪里失败了。它根本不知道你在搞懂为什么WebKitGTK默默无视自定义URL方案的重定向时浪费了一个晚上。

于是你又把一切都解释清楚，经纪人自信地提出了那个没用的方案。同样的警报，同样的歌。你是比尔·默里，你的经纪人是潘克苏托尼。

OmniMem 解决了这个问题。它为你的 AI 代理提供跨会话、项目和机器的内存，通过 MCP 运行，所以它可以和你喜欢的任何代理配合使用。它运行在你自己的套件上，而且是免费的。

那个警告是凭记忆说的，不是运气。你已经付过钱的错误不能再被收费两次。

[!注] 7.0.3 是 OmniMem 7 的第一个版本：用一个应用替代了 6.x 运行的四个容器。每个平台的安装程序都在发布页面。运行 6.x 吗？参见 Coming from 6.x：6.x Docker 栈仍保留在 v6.7.x 分支，其一行安装程序仍然可用。

---

一个程序，两种运行方式

OmniMem 7 是一个单一二进制。

omnimem.org · Developed on Squarecows, mirrored to GitHub · Issues on GitHub

Stop living the same session twice.

Every coding agent session starts from zero. It doesn’t know your project. It doesn’t remember what failed last week. It has no idea you lost an evening working out why WebKitGTK quietly ignores a redirect from a custom URL scheme.

So you explain everything again, and the agent confidently suggests the exact thing that didn’t work. Same alarm, same song. You’re Bill Murray and your agent is Punxsutawney.

OmniMem fixes that. It gives your AI agent a memory that lasts across sessions, projects and machines, over MCP, so it works with whichever agent you like. It runs on your own kit and it’s free.

claude> answer the settings form with a 303 redirect

⚠ WARNING: previously abandoned approach

  303 from omnimem://: WebKitGTK never follows it (effort: 4/5)
  → answer with a page that replaces itself instead

That warning came from memory, not luck. A mistake you’ve already paid for doesn’t get to charge you twice.

[!NOTE] 7.0.3 is the first release of OmniMem 7: one app in place of the four containers 6.x ran. The installers for every platform are on the releases page. Running 6.x? See Coming from 6.x: the 6.x Docker stack stays on the v6.7.x branch, and its one-line installer still works.

---

One program, two ways to run it

OmniMem 7 is a single binary. The MCP server, the memory engine, the embedding model, RSS ingestion and the database all live in one process, with your memories in one SQLite file. No containers to wrangle, no database server to babysit.

• On your desktop it sits in the tray (or the menu bar on a Mac). The icon tells you it’s running, copies the MCP address for you, and opens a settings window where you can browse memories, review skills, edit your feeds, take backups and change settings.
• On a server it’s omnimem serve: a systemd service from the .deb or .rpm, or a container, configured with environment variables (one .env file for the service), with nothing graphical anywhere near it.

The embedding model (all-MiniLM-L6-v2 on ONNX Runtime) runs locally. Nothing leaves the machine unless you add an Anthropic API key for the optional Claude Haiku features: fact extraction, query expansion, deeper contradiction checks and RSS summaries.