MCP 服务器

NoteDiscovery MCP Server

NoteDiscovery is a self-hosted plain-markdown notes app (MIT, no telemetry) with a built-in stdio MCP server. The server exposes tools so AI clients (Claude Desktop, Cursor, etc.) can search, read, create, edit, tag, and instantiate templates against the same vault the web UI uses.

README

<h1 align="center">NoteDiscovery</h1>

Your Self-Hosted Knowledge Base

What is NoteDiscovery?

NoteDiscovery is a lightweight, self-hosted note-taking application that puts you in complete control of your knowledge base. Write, organize, and discover your notes with a beautiful, modern interface—all running on your own server.

<img src="docs/carousel-1.jpg" alt="Editor and sidebar" width="32%"> <img src="docs/carousel-2.jpg" alt="Full-text search" width="32%"> <img src="docs/carousel-6.jpg" alt="Graph view of linked notes" width="32%"> Write · Find · Discover

🎯 Who is it for?

Privacy-conscious users who want complete control over their data
Developers who prefer markdown and local file storage
Knowledge workers building a personal wiki or second brain
Teams looking for a self-hosted alternative to commercial apps
Anyone who values simplicity, speed, and ownership

✨ Why NoteDiscovery?

vs. Commercial Apps (Notion, Evernote, Obsidian Sync)

Feature	NoteDiscovery	Commercial Apps
Cost	100% Free	$xxx/month/year
Privacy	Your server, your data	Their servers, their terms
Speed	Lightning fast	Depends on internet
Offline	Always works	Limited or requires sync
Customization	Full control	Limited options
No Lock-in	Plain markdown files	Proprietary formats

Key Benefits

🔒 Total Privacy - Your notes never leave your server
🔐 Optional Authentication - Simple password protection for self-hosted deployments
💰 Zero Cost - No subscriptions, no hidden fees
🚀 Fast & Lightweight - Instant search and navigation
🎨 Beautiful Themes - Multiple themes, easy to customize
🔌 Extensible - Plugin system for custom features
📱 Responsive - Works on desktop, tablet, and mobile
📂 Simple Storage - Plain markdown files in folders
🧮 Math Support - LaTeX/MathJax for beautiful equations
📄 HTML Export & Print - Export notes as standalone HTML or print
🕸️ Graph View - Interactive visualization of connected notes
✏️ Drawing editor - In-app sketches as drawing-*.png next to your notes — see documentation/DRAWING.md
⭐ Favorites - Star your most-used notes for instant access
📑 Outline Panel - Navigate headings with click-to-jump TOC
🤖 AI Assistant Ready - MCP integration for Claude, Cursor & more

🤖 AI-Powered Note Management

NoteDiscovery includes a built-in Model Context Protocol (MCP) server, letting AI assistants directly interact with your notes:

What AI Can Do	Example
🔍 Search & Discover	"Find all my notes about Docker deployment"
📝 Create & Edit	"Create a meeting notes template for tomorrow"
📁 Organize	"Move all project notes to the archive folder"
🏷️ Tag & Categorize	"List all notes tagged with #urgent"
📊 Explore Connections	"Show me the knowledge graph of my notes"
✍️ Append Ideas	"Add this thought to my daily journal"

One-line setup for Cursor, Claude Desktop, and other MCP-compatible tools:

{
  "mcpServers": {
    "notediscovery": {
      "command": "docker",
      "args": ["run", "--rm", "-i", "-e", "NOTEDISCOVERY_URL=http://host.docker.internal:8000", "ghcr.io/gamosoft/notediscovery:latest", "python", "-m", "mcp_server"]
    }
  }
}

💡 See MCP.md for complete setup instructions and all available tools.

📺 Watch the tour

<a href="https://www.youtube.com/watch?v=qur5uemWeJA"> <img src="https://img.youtube.com/vi/qur5uemWeJA/maxresdefault.jpg" alt="Watch a short tour" width="720"> </a> ▶ Small walkthrough — sharing, favorites, search, backlinks, and more

🚀 Quick Start

Quick Setup

Linux/macOS:

mkdir -p notediscovery/data && cd notediscovery
docker run -d --name notediscovery -p 8000:8000 \
  -v $(pwd)/data:/app/data \
  ghcr.io/gamosoft/notediscovery:latest

Windows (PowerShell):

mkdir notediscovery\data; cd notediscovery
docker run -d --name notediscovery -p 8000:8000 `
  -v ${PWD}/data:/app/data `
  ghcr.io/gamosoft/notediscovery:latest

Open http://localhost:8000 — done! 🎉

💡 Your notes are saved in ./data/. Themes, plugins, locales and default configuration values are included in the image.

Using Docker Compose

Two docker-compose files are provided:

File	Use Case
`docker-compose.ghcr.yml`	Recommended - Uses pre-built image from GitHub Container Registry
`docker-compose.yml`	For development - Builds from local source

Option 1: Pre-built image (fastest)

Linux/macOS:

mkdir -p notediscovery/data && cd notediscovery
curl -O https://raw.githubusercontent.com/gamosoft/notediscovery/main/docker-compose.ghcr.yml
docker-compose -f docker-compose.ghcr.yml up -d

Windows (PowerShell):

mkdir notediscovery\data; cd notediscovery
Invoke-WebRequest -Uri https://raw.githubusercontent.com/gamosoft/notediscovery/main/docker-compose.ghcr.yml -OutFile docker-compose.ghcr.yml
docker-compose -f docker-compose.ghcr.yml up -d

Option 2: Build from source (for development)

git clone https://github.com/gamosoft/notediscovery.git
cd notediscovery
docker-compose up -d

See Advanced Docker Setup for volume details.

Running Locally (Without Docker)

For development or if you prefer running directly:

# Clone the repository
git clone https://github.com/gamosoft/notediscovery.git
cd notediscovery

# Install dependencies
pip install -r requirements.txt

# Run the application
python run.py

# Access at http://localhost:8000

Requirements:

Python 3.8 or higher
pip (Python package manager)

Using Virtual Environments (Recommended for Arch/Fedora/Ubuntu 23.04+)

Modern Linux distributions enforce PEP 668, which prevents system-wide pip installs. Use a virtual environment instead:

# Clone the repository
git clone https://github.com/gamosoft/notediscovery.git
cd notediscovery

# Create a virtual environment
python -m venv venv

# Activate it (choose your shell):
source venv/bin/activate        # Bash/Zsh (most Linux distros)
source venv/bin/activate.fish   # Fish (CachyOS, etc.)
source venv/bin/activate.csh    # Csh/Tcsh
.\venv\Scripts\activate         # Windows PowerShell

# Install dependencies and run
pip install -r requirements.txt
python run.py

⚠️ Warning

You'll need to activate the virtual environment (source venv/bin/activate) each time you open a new terminal before running the app

Advanced Docker Setup

The image includes bundled config, themes, plugins, and locales. To customize, you must:

Map the volume in your docker-compose or docker run command
Provide content - the file/folder must exist with valid content (empty = app might break!)

Volume	Purpose	Bundled?
`data/`	Your notes	❌ You must create
`config.yaml`	App settings	✅ Yes
`themes/`	Custom themes	✅ Yes
`plugins/`	Custom plugins	✅ Yes
`locales/`	Translations	✅ Yes

Dashboard Integration

An official icon for NoteDiscovery is now available on Dashboard Icons!
Use it in your self-hosted dashboards like Homepage, Homarr, Dashy, Heimdall, etc...

📚 Documentation

Want to learn more?

🎨 THEMES.md - Theme customization and creating custom themes
✨ FEATURES.md - Complete feature list and keyboard shortcuts
✏️ DRAWING.md - Built-in drawing editor (drawing-*.png), save behavior, and API notes
🏷️ TAGS.md - Organize notes with tags and combined filtering
📋 TEMPLATES.md - Create notes from reusable templates with dynamic placeholders
🧮 MATHJAX.md - LaTeX/Math notation examples and syntax reference
📊 MERMAID.md - Diagram creation with Mermaid (flowcharts, sequence diagrams, and more)
🔌 PLUGINS.md - Plugin system and available plugins
🌐 API.md - REST API documentation and examples
🤖 MCP.md - AI assistant integration (Claude, Cursor, and more)
🔐 AUTHENTICATION.md - Enable password protection for your instance
🔧 ENVIRONMENT_VARIABLES.md - Configure settings via environment variables

🌍 Multiple Languages

NoteDiscovery supports multiple interface languages via JSON locale files in locales/. Open Settings (gear icon) → Language to choose one; the list reflects whatever locales are installed (bundled files, mounts, or your own additions).

To add your own language: See the Contributing Guidelines for instructions on creating translation files.

Docker users: Mount your custom locales folder to add or override translations:

volumes:
  - ./locales:/app/locales  # Custom translations

💡 Pro Tip: If you clone this repository, you can mount the documentation/ folder to view these docs inside the app:

# In your docker-compose.yml
volumes:
  - ./data:/app/data              # Your personal notes
  - ./documentation:/app/data/docs:ro  # Mount docs subfolder inside the data folder (read-only)

Then access them at http://localhost:8000 - the docs will appear as a docs/ folder in the file browser!

🤝 Contributing

Before submitting a pull request, especially for major changes, please:

Read our Contributing Guidelines
Open an issue first to discuss major features or significant changes
Ensure your code follows the project's style and philosophy

🔒 Security Considerations

NoteDiscovery is designed for self-hosted, private use. Please keep these security considerations in mind:

Network Security

⚠️ Do NOT expose directly to the internet without additional security measures
Run behind a reverse proxy (nginx, Caddy) with HTTPS for production use
Keep it on your local network or use a VPN for remote access
By default, the app listens on 0.0.0.0:8000 (all network interfaces)

Authentication

Password protection is DISABLED by default (default password: admin)
⚠️ ENABLE AUTHENTICATION AND CHANGE THE DEFAULT PASSWORD if exposing to a network!
See AUTHENTICATION.md for complete setup instructions
To disable auth, set authentication.enabled: false in config.yaml
Perfect for single-user or small team deployments
For multi-user setups, consider a reverse proxy with OAuth/SSO

Data Privacy

Your notes are stored as plain text markdown files in the data/ folder
No data is sent to external services
Regular backups are recommended

Best Practices

Run on localhost or a private network only
Use Docker for isolation and easier security management
Keep your system and dependencies updated
Review and audit any plugins you install
Set appropriate file permissions on the data/ directory

TL;DR: Perfect for personal use on your local machine or home network. Enable built-in password protection if needed, or use a reverse proxy with authentication if exposing to wider networks.

📄 License

MIT License - Free to use, modify, and distribute.

Made with ❤️ for the self-hosting community