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MarginNote 4:AI阅读·思维导图

MarginNote 是给深度阅读者的 PDF 笔记工具

关于这款应用

<p>MarginNote 是给深度阅读者的 PDF 笔记工具。一段摘录同时是 PDF 高亮、脑图节点、闪卡——一次记录三处生效。这是「卡片轴心」架构,让你不必在 PDF 阅读器、笔记 app、闪卡软件之间反复搬运。10 年迭代,18.8 万 App Store 评分。</p>
<p>【四个重点功能】</p>
<p>▸ 卡片轴心 — 一段摘录三处生效。文档高亮、脑图节点、闪卡,是同一张卡片的三种渲染。<br />
▸ 标题链接 — 旧笔记在新文档里自动浮现。读到熟悉概念,过去的批注会在页面上自动高亮。<br />
▸ 留白 — 长按 PDF 任意位置开写作空间。不依附文本,三种显示模式(嵌入 / 页边 / 折叠)。<br />
▸ 沉浸模式(4.4 新)— 读 / 写 / 忆三态切换。UI 折叠,Recall 模式自动高斯模糊,主动回忆才点击揭示。</p>
<p>【AI 能力(4.2 引入)】</p>
<p>AI 拆书 · AI OCR 模板 · AI 翻译 · AI 问答 · AI 卡片生成<br />
我们的取向是让 AI 作助手而不是替代——每个建议都可以保留为你自己的思考节点,而不是替你思考。</p>
<p>【Apple Intelligence(iOS 26+)】</p>
<p>沉浸 Recall 模式的「学习提示」可在设置里选择走 Apple Intelligence(设备端)或网络 LLM。Apple Intelligence 模式下,三档提示——邻近坐标 / 引导追问 / 关键差异——由 Apple Foundation Models 在你的设备本地生成:不联网、不计入 AI 积分、笔记内容不离开设备。即便你选了网络 LLM,断网时系统也会自动切到 Apple Intelligence 兜底(前提是当前设备支持)——你不会因为飞机、地铁、图书馆里没信号就用不了提示。</p>
<p>【完整工作流配套】</p>
<p>极速 OCR · 学习集(PDF / EPUB / 视频 / 音频)· 直读 Zotero / 网盘 / U 盘 · 10 种思维导图 · 书籍重编 · 双文对照 · 概念图 · 手写图层</p>
<p>【FSRS 间隔复习】</p>
<p>内置 open-spaced-repetition 项目算法(论文已被 ACM SIGKDD 接收,Anki 自 v23.10 起也设为默认调度器)。把短期记忆推向长期。</p>
<p>【适合谁】</p>
<p>对一篇文档要反复读、要建立长期记忆的学习者尤其合用:医学院 · 法学院 · 考研考公 · 科研工作者 · 外语精读 · 严肃阅读。</p>
<p>【全平台】</p>
<p>iPhone + iPad + Mac 同账号,iCloud 同步学习集、笔记、复习进度。Apple Pencil 在 iPad 上原生手写。</p>
<p>—</p>
<p>如有疑问,邮件 [email protected]<br />
使用条款:https://dist.marginnote.cn/MarginNote_Terms_and_Conditions.pdf<br />
隐私政策:https://dist.marginnote.cn/MarginNote_Privacy_Policy.pdf</p>

产品亮点

Card Axis Architecture: One excerpt creates synchronized PDF highlights, mind map nodes, and flashcards.
AI Assistance: Features include AI book breakdowns, translation, Q&A, and on-device Apple Intelligence support for privacy.
Spaced Repetition: Built-in FSRS algorithm optimizes long-term memory retention for exam preparation.

更新日志

版本 4.4.6

This update adds an in-app Message Center and continues to improve AI Extract Questions, study set document management, Markdown text boxes, handwriting, version history export, and overall stability. AI Extract Questions - After AI Extract Questions is complete, use “AI Read-Through & Re-Breakdown” on chapters with unsatisfactory splitting. AI re-evaluates question or content-unit boundaries and rebuilds the cards from the original text. - Improved recognition of specially formatted documents, reducing separated choices, merged questions, and missed questions. Message Center - Added an in-app Message Center for official messages and product updates. Study Set Management & Backup - Added “Organize by Source Path” for study set documents, with collapsible hierarchies for local files, iCloud Drive, and external folders. - Missing source documents can now be re-linked. - Added duplicate card detection and repair for study sets. A protective backup is created before repairs are applied. - Study set backups can be exported without version history, with the five most recent versions, or with all versions. MarginNote Agent AI Breakdown (Lab) - MarginNote Agent organizes long documents chapter by chapter into structured mind maps. It supports General Breakdown, Original Book Structure, Key-Point Q&A, and Terminology Dictionary tasks. - Review and refine results chapter by chapter, and view or restore previous chapter versions. - Supports automatically applying card color styles. - MarginNote Agent uses MarginNote’s built-in AI service. Running tasks consumes MarginNote credits. - To use this feature, enable MarginNote Agent in Settings > Lab. Other Improvements & Fixes - Fixed Markdown text boxes failing to render, overflowing, disappearing, or displaying incomplete content. - Fixed font, color, and other formatting being lost after moving text boxes across pages. - Reduced memory usage when loading Markdown caches and large study sets. - The card editor now supports pasting copied handwriting strokes. - Improved handwriting rendering performance when zooming and scrolling large mind maps. - Fixed handwriting being incorrectly disabled after leaving Immersive Mode. - Fixed a potential crash after exiting handwriting mode. - Fixed automation settings for different excerpt tools overwriting one another. - Fixed compatibility issues affecting some mind map branch styles. - Fixed existing layouts and styles being reset when inserting a table of contents or grouped content. - Fixed incorrect PDF export ranges for collapsed pages. - Fixed crashes caused by invalid crop dimensions on certain malformed PDF pages. - Fixed an iPad issue where incorrect settings pop-up heights clipped the bottom input fields.

2026年8月23日 · Apple App Store · iOS · 查看来源

AppRank 评分

基于该应用各平台可用官方评分的平均值。

★ 4.5735 条评分
跨平台平均值

评价

linkocto ★ 1.0

Horrible interface

The ux learning curve is absolutely crazy with ugly ui. Definitely not a pleasant experience
来自 iOS · 2026年10月9日 · 查看来源
Yoonydad ★ 1.0

Terrible in Mac

icloud sync is terrible. It always stops.
来自 iOS · 2026年10月9日 · 查看来源
Alexgoooo1 ★ 1.0

狗屎体验

每天恭恭敬敬的切换账号就只是为了验证Marginnote,恢复购买和狗屎一样,客服解决方案每次都是要我卸载软件,太狗屎了
来自 iOS · 2026年10月9日 · 查看来源
annesarbor ★ 5.0

I use it all of the time.

Along with MS Word, AI Illustrator and a few other mainstays, I use MarginNote all of the time for a…
来自 iOS · 2026年10月9日 · 查看来源
Herrickc ★ 1.0

I paid twice and no refund get

Apple wont refund and the dev wont either
来自 iOS · 2026年10月9日 · 查看来源
Ropigie ★ 1.0

All bells and whistles, zero practicality.

I purchased the full MAX version hoping to replace Notability. This app is bloated with "advanced" f…
来自 iOS · 2026年10月9日 · 查看来源
bellagarfield ★ 5.0

Learning curve but the best once you get the hang of it

I like a lot of others struggled with this app at first and how to use it. It has a bit of a learnin…
来自 iOS · 2026年10月9日 · 查看来源
Nathan07_ ★ 5.0

Helped me a lots

I can’t lose it when I study anything. It can do anything to help studying.
来自 iOS · 2026年10月9日 · 查看来源
qwerty-ere ★ 1.0

笔记凭空消失,恢复后也看不到

笔记凭空消失,恢复后也看不到;花了那么心血做的笔记全是白费。这么贵的软件,连基本的功能都不能保证。不要用。
来自 iOS · 2026年10月9日 · 查看来源
Majangmaster ★ 3.0

功能建议

后台不知何故会造成部分卡片脑图位置随机改变!卡片分组看版请在过滤中不要默认全选或至少加一个全部反选,否则项目过多只要其中1个很麻烦。 再有看卡片几乎每次脑图都须排列縮放至合適大小,能不能直接显示不要调…
来自 iOS · 2026年10月9日 · 查看来源

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