Verbative Memory

io.github.verbative由 GitHub 帳號 verbative 發布v1.1.3更新於 Oct 24, 2026

On-device, self-organizing memory for AI coding agents — recalls the right facts into each prompt.

發布方自己的服務:Memory.fit

已驗證STDIO僅桌面知識與記憶開發者工具

概覽

AI 產生的概覽

面向 AI 程式開發代理的本地記憶系統,記錄指令、編輯與測試結果,並把相關事實召回進每次提示。

可以做什麼
記住、召回與搜尋已存記憶,透過語意檢索與重排序只呈現最相關的事實。針對記憶提問,並列出、取得、固定、修訂或遺忘單筆記憶。編輯核心記憶,並對召回內容提供回饋。檢視記憶之間的關聯、歷史、時間軸,以及過去指令、編輯與測試結果的原始事件帳本。在 Claude Code CLI 與 Codex 中自動擷取與注入,其他 MCP 用戶端需手動呼叫工具。
適用情境
適合希望程式開發代理跨工作階段、跨代理保留決策、慣例與失敗嘗試,並能準確回想執行過什麼、測試何時開始失敗,同時不想把程式碼送到雲端記憶服務的情境。
執行需求
透過 npx 或 pip 以本機 stdio 程序執行。需要 macOS(Apple 晶片)或 Windows 10/11 x64,暫不支援 Linux。需要 Verbative 帳號,屬於 Code Advanced 方案並含 14 天免費試用,需以 login 指令登入。首次執行會下載本機引擎與模型,之後召回可完全離線。
安裝前請注意
引擎為閉源並以封裝的編譯套件形式發布,無法檢視其行為。它會把每道指令、編輯與測試結果記錄在儲存庫中,可能包含敏感內容;記憶檔案預設留在本機,除非你主動分享。試用期後需付費訂閱,帳號與授權問題需聯絡廠商。

安裝

在 SourceWeft 中

  1. 開啟 儀表板中的 Verbative Memory,將其新增到工作區。
  2. 為需要使用其工具的對話啟用該服務。

Desktop only,透過 STDIO。 STDIO 服務會啟動本機處理程序,因此需要 SourceWeft 桌面主機。

其他 MCP 客戶端

參照 儲存庫 中的啟動說明。

README

Verbative Memory

On-device memory system for AI coding agents — a dual-layer engine (distilled facts + a lossless event ledger), automatically captured and injected, exposed over MCP. Shared across agents, persistent across sessions; stored as plain, human-readable files in your repo — no memory cloud, no vendor database.

This repository is the public home for docs, install help, and issues. The engine is closed-source and ships as a sealed, compiled package — there is no source code here.

How it works — capture everything, recall selectively

  • Complete capture, in two layers. Underneath sits a lossless ledger: a mechanical, no-model record of every command, edit, and test result, so "what did we run" and "when did this test start failing" are exact, replayable facts. On top, an on-device model distills that stream into atomic, typed memories — decisions, conventions, and dead ends.
  • Selective recall — the two layers fused. A single recall surfaces only the handful of distilled facts that matter (ranked by semantic search and a reranker) and interleaves them, by time, with the exact ledger record around them: what you decided next to what you actually did. One answer, not a dump of the whole history.
  • Self-organizing. New facts reconcile against old ones, importance decays on per-type forgetting curves, frequently-recalled facts strengthen, and recurring specifics distill into higher-level insights.
  • Yours, on-device. Memories live in human-readable files in your project. Recall makes zero cloud calls.

Requirements

  • macOS (Apple silicon) or Windows 10/11 (x64). (Linux is on the roadmap.)
  • A Verbative account — Memory is part of the Code Advanced plan and starts with a 14-day free trial. See the plans and the Terms.

Install

Claude Code CLI — automatic capture and recall:

bash
claude mcp add verbative-memory -- npx -y verbative-memory

pip:

bash
pip install verbative-memoryverbative-memory login      # sign in with your Verbative account

Any MCP client (mcp.json / stdio):

json
{ "mcpServers": { "verbative-memory": { "command": "npx", "args": ["-y", "verbative-memory"] } } }

Automatic capture and injection are built for the Claude Code CLI and Codex; any other Model Context Protocol client can call the tools manually. The first run downloads the on-device engine and models once; after that, recall runs fully offline.

More detail in docs/INSTALL.md and at verbative.de/docs/memory.

Tools

remember · recall · search · ask · list · get · pin · forget · revise · edit_core · feedback · related · history · timeline · events — and more. See the docs.

Privacy

Capture, embeddings, reranking, and the knowledge graph all run locally. Your code and memories are not uploaded; the memory files stay in your project and leave your machine only if you choose to share them.

Links

Issues

Bug reports and feature requests are welcome in the issue tracker — the place for anything about the docs or the tool. For your account, licensing, or a trial, email [email protected].


Verbative is a product of Cramer Digital. Not affiliated with, or endorsed by, Anthropic. Verbative works alongside Anthropic's Claude and the Claude Code CLI; those names belong to Anthropic. See LICENSE.

來源:README.md,提交 44fe9cb

工具

0
SourceWeft 尚未在沙箱中啟動過該軟體包,因此其工具未知。

版本歷史

1
  1. v1.1.3最新Sep 16, 2026

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其他 Memory 整合