NCurator
Building the most user-friendly AI assistant for working with local office documents
简体中文 · English
Website & demos · Manual · GitHub Releases · Author on X · QQ group
Download for Windows · Download for macOS (Apple silicon)
Architecture Design
Both distributions include Simplified Chinese and English interfaces. Choose a language and official service region in General settings. The domestic installer is named 馆长 and updates from COS; the international installer is named NCurator and updates from R2. Changing the service region does not change the update channel.
Capabilities
| Capability | What it does |
|---|---|
| 📄 Office documents | Read, create, and edit DOCX, PPTX, XLSX, and plain text; read PDFs |
| 🧠 Local knowledge base | Index local folders and web material, retrieve content, and cite sources |
| 🔍 Web search | Search the web, read page content, and use the built-in browser |
| 💻 Local terminal | Run local commands and scripts for data processing and task automation |
| ✍️ Change review | Preview results, inspect changes, and revert supported file edits |
| 🔗 WPS integration | Click an AI change to open the document at that location in WPS; auto-refresh after AI edits or reverts |
| ⏰ Scheduled tasks | Run tasks on a schedule using a partner's material and model configuration |
WPS integration requires its add-in to be enabled. To jump to a change, set WPS as the default app for that file type. See the setup guide.
See the website for demos and real task examples.
Get started
- Download and install the Windows or macOS app.
- Choose an available model or configure your own endpoint and API key.
- Create a partner, add a working folder, and give it a task. To use the knowledge base, download an embedding model and build an index first.
Roadmap
Current progress and planned work. Join the discussion and help shape what comes next:
| Direction | Description | Status |
|---|---|---|
| 🔤 English knowledge base | English embedding models and indexing | ⏳ Planned |
| 🧩 Skill integration | Connect and manage custom and third-party Skills. Implemented by @AntonyLang | ✅ Completed |
| 📥 One-click Skill import | Import Skills from WorkBuddy and Doubao Work (豆包工作) into NCurator in one click | ⏳ Planned |
| 🔌 Integration ecosystem | Connect WeCom, email services, and other workplace platforms | ⏳ Planned |
| 📱 Mobile web access | Connect to your computer from a phone browser to use NCurator remotely | ⏳ Planned |
| 🧭 Browser data import | Import data from your browser, starting with bookmarks and history | ⏳ Planned |
| 🖼️ Multimodal knowledge base | Parse, index, and retrieve images and audio with source references | ⏳ Planned |
| 🧠 Partner memory | Build long-term memory | ⏳ Planned |
Get involved
Contact
- QQ group: 891209383 (Chinese)
- X: @Yoan_Huang
Feedback and contributions
- Bugs, feature requests, and questions: Issues
- Code, tests, and documentation: Contribution guide
Development environment
Recommended: Node.js 22, pnpm 9.12.2, and Python 3.12.
Browser extension
A separately maintained bookmark viewer and URL copying tool: Source repository · Chrome · Microsoft Edge.
License
Licensed under AGPL-3.0-only. Commercial use is permitted subject to compliance with the license. Third-party components retain their own licenses.
FAQ
Mac installation issues
If macOS reports that the app is damaged or cannot be opened, see the Mac installation troubleshooting guide.
Contributors
Thank you to everyone who contributes code, documentation, testing, and feedback to NCurator! The image below shows the repository's code contributors. Click it to see the full list.