
jot
io.github.ArpitK24由 GitHub 帳號 ArpitK24 發布v0.2.0更新於 Nov 6, 2026
Shared, local-first memory for every AI agent, stored as Markdown and versioned in git.
概覽
為各種 AI 代理提供本地優先的共享記憶:以 Markdown 儲存、用 git 版控,可新增、檢索、更新與刪除記憶。
- 可以做什麼
- 儲存偏好、決策、事實或筆記,遇到相似記憶時不重複儲存,而是指向既有項目
- 依目前任務檢索相關記憶,採 BM25 排序並對標籤與近期更新加權
- 改寫已變動的記憶,或刪除某筆記憶
- 依類型或標籤篩選,列出最新的記憶
- 多個代理共用同一份記憶,並可在全域記憶之外啟用專案層級記憶
- 適用情境
- 當你同時使用多個支援 MCP 的代理,希望告訴其中一個的偏好與決策隔天能被其他代理知道,或希望把代理記憶以可讀檔案保存在自己的磁碟上而非雲端服務時適用。
- 執行需求
- 以本機程序在桌面環境執行。安裝 macOS、Linux 或 Windows 的預先編譯二進位檔(或以 Go 1.23+ 自行建置),再執行 jot init 建立記憶庫;jot setup 會在徵得同意後為 Claude Code、Cursor、Codex、Antigravity 與 Claude Desktop 寫入設定。記憶庫預設位於 ~/.jot,可用 JOT_HOME 變更。不需帳號或 API 金鑰。
安裝
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
來源:README.md,提交 5b621ba
工具
0版本歷史
2- v0.2.0最新Nov 6, 2026
- v0.1.1Nov 4, 2026
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