
Verbative Memory
io.github.verbative由 GitHub 账号 verbative 发布v1.1.3更新于 Oct 24, 2026
On-device, self-organizing memory for AI coding agents — recalls the right facts into each prompt.
发布方自己的服务:Memory.fit
概览
面向 AI 编程代理的本地记忆系统,记录命令、编辑与测试结果,并把相关事实召回进每次提示。
- 可以做什么
- 记住、召回和搜索已存记忆,通过语义检索与重排序只呈现最相关的事实。针对记忆提问,并列出、获取、固定、修订或遗忘单条记忆。编辑核心记忆,并对召回内容给出反馈。查看记忆之间的关系、历史、时间线以及过去命令、编辑和测试结果的原始事件账本。在 Claude Code CLI 和 Codex 中自动捕获与注入,其他 MCP 客户端需手动调用工具。
- 适用场景
- 适合希望编程代理跨会话、跨代理保留决策、约定和失败尝试,并能准确回忆执行过什么、测试何时开始失败,同时不想把代码发送到云端记忆服务的场景。
- 运行要求
- 通过 npx 或 pip 以本地 stdio 进程运行。需要 macOS(Apple 芯片)或 Windows 10/11 x64,暂不支持 Linux。需要 Verbative 账户,属于 Code Advanced 套餐并含 14 天免费试用,需用 login 命令登录。首次运行会下载本地引擎和模型,之后召回可完全离线。
安装
在 SourceWeft 中
- 打开 控制台中的 Verbative Memory,将其添加到工作区。
- 为需要使用其工具的对话启用该服务。
Desktop only,通过 STDIO。 STDIO 服务会启动本地进程,因此需要 SourceWeft 桌面宿主。
其他 MCP 客户端
参照 仓库 中的启动说明。
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:
pip:
Any MCP client (mcp.json / stdio):
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
- Overview — https://verbative.de/memory
- Docs — https://verbative.de/docs/memory
- Plans — https://verbative.de/pricing
- Terms — https://verbative.de/legal/terms
- Impressum — https://verbative.de/legal/impressum
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.
来源:README.md,提交 44fe9cb
工具
0版本历史
1- v1.1.3最新Sep 16, 2026
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其他 Memory 集成

Memory.fit
fit.memory官方发布者
托管式 Memory.fit 服务器,让 AI 读取你的训练、睡眠、恢复与饮食数据,并写回每周计划、每日目标和饮食计划。
pg.ddx.io: the PostgreSQL community's memory
io.ddx.pg官方发布者
pg.ddx.io: the PostgreSQL community's memory 的托管 MCP 服务,由 pg.ddx.io 发布;无需登录;Streamable HTTP;29 个工具。
var.gg Naming Memory
gg.var官方发布者
远程 MCP 服务器,可根据领域概念推荐并检索韩、日、中、越、英多语言的代码标识符名称,并提供 ERD 结构查询。

Counterparts
ai.counterparts
面向 Claude Code 与 Claude Desktop 的本地优先长期记忆:助手自行写下关于你和项目的笔记,并在之后的会话中回忆起来。

LAHZE - Persian AI Memory Platform
由 GitHub 账号 pedramgholizadeh 发布
以波斯语为先的地理记忆平台:发现地点,起草并发布仅限波斯语的记忆。AI 翻译