
jot
io.github.ArpitK24由 GitHub 账号 ArpitK24 发布v0.2.0更新于 Nov 6, 2026
Shared, local-first memory for every AI agent, stored as Markdown and versioned in git.
概览
面向各类 AI 智能体的本地优先共享记忆:以 Markdown 保存、用 git 版本管理,可新增、检索、更新和删除记忆。
- 可以做什么
- 保存偏好、决策、事实或笔记,遇到相似记忆时不重复保存而是指向已有条目
- 按当前任务检索相关记忆,采用 BM25 排序并对标签和近期更新加权
- 改写已变化的记忆,或删除某条记忆
- 按类型或标签筛选,列出最新的记忆
- 多个智能体共用同一份记忆,并可在全局记忆之外启用项目级记忆
- 适用场景
- 当你同时使用多个支持 MCP 的智能体,希望告诉其中一个的偏好和决策第二天能被其他智能体知道,或希望把智能体记忆以可读文件保存在自己磁盘上而不是云端服务时适用。
- 运行要求
- 作为本地进程在桌面运行。安装 macOS、Linux 或 Windows 的预编译二进制(或用 Go 1.23+ 自行构建),再运行 jot init 创建记忆库;jot setup 会在征得同意后为 Claude Code、Cursor、Codex、Antigravity 和 Claude Desktop 写入配置。记忆库默认位于 ~/.jot,可通过 JOT_HOME 更改。无需账号或 API 密钥。
安装
README
jot
Shared, local-first memory for every AI agent.
Tell Claude Code you use pnpm, and Cursor already knows it tomorrow. jot is one memory on your machine that every MCP-capable agent can read and write. It's stored as plain Markdown and versioned in git.
Why
- One memory, every agent. Claude Code, Cursor, Codex and any MCP client share it.
- Yours, on disk. Each memory is a readable
.mdfile. No cloud, no account, no database. - Git-versioned. Every change is a commit, so you get diffs, blame and undo for free.
- Zero dependencies. A single static Go binary using only the standard library.
Install
Download a binary for macOS, Linux or Windows from Releases, or build with Go 1.23+:
It's also listed on the official MCP Registry
as io.github.ArpitK24/jot, with one-click .mcpb bundles on every release.
Then create your memory store:
Then connect your agents. jot setup finds Claude Code, Cursor, Codex,
Antigravity and Claude Desktop, shows the exact lines it will add to each
config, and asks once before writing:
Undo it with jot setup --undo. To configure a tool by hand, see
docs/setup.md.
How it works
A memory file:
Recall uses BM25 ranking with boosts for tag matches and recent updates, across project memories and then global ones.
MCP tools
CLI
Duplicates
Agents often save the same thing twice in different words. jot dupes lists
likely pairs, and jot merge keeps the newer one, adds any sentence only the
other one had, and removes it in one commit. Git still has the original.
Roadmap
- Merge near-duplicate memories instead of piling them up
-
jot setupto connect installed agents in one step - Expiry and review for stale facts
- Optional local embeddings (Ollama) for semantic recall
-
jot syncthrough a git remote across machines - TUI browser
License
MIT
来源:README.md,提交 5b621ba
工具
0版本历史
2- v0.2.0最新Nov 6, 2026
- v0.1.1Nov 4, 2026
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