joplin-mcp-go by rpfilomeno - MCP Server

Joplin MCP Server

A Windows system tray application that exposes Joplin notes through the Model Context Protocol (MCP), enabling AI assistants like Claude to read, create, update, and search your Joplin notes.

🌟 Features

🔔 System Tray Integration - Lightweight, runs quietly in your Windows system tray
🤖 MCP Protocol - Full implementation of Model Context Protocol 2024-11-05
📝 Complete Joplin Access - All CRUD operations for notes, notebooks, and tags
🔍 Advanced Search - Leverage Joplin's powerful search syntax
⚡ Fast & Efficient - Native Go application with minimal resource usage
🔐 Secure - Uses Joplin's built-in API token authentication
🎯 Easy Setup - Simple JSON configuration

🔧 Prerequisites

Before you begin, ensure you have:

Go 1.21 or higher - Download Go
Joplin Desktop - Download Joplin
Windows OS - Windows 10 or later (for system tray support)

📦 Installation

Quick Start

Download a precompiled binary from the Releasea Page

Build From Source

Clone or download the project:

git clone <repository-url>
cd joplin-mcp-server

Download dependencies:

go mod download

Build the application:

# Standard build
go build -o joplin-mcp-server.exe

# Or build without console window (recommended)
go build -ldflags="-H windowsgui" -o joplin-mcp-server.exe

Building for Production

For a smaller, optimized executable:

go build -ldflags="-H windowsgui -s -w" -o joplin-mcp-server.exe

This removes debug symbols and creates a windowless executable.

⚙️ Configuration

Step 1: Enable Joplin Web Clipper

Open Joplin Desktop
Navigate to Tools → Options → Web Clipper
Enable "Enable Web Clipper Service"
Note the port number (usually 41184)
Copy the Authorization token

Step 2: Create Configuration File

Create a config.json file in the same directory as the executable:

{
  "joplin_port": 41184,
  "joplin_token": "your_token_from_joplin_here",
  "mcp_port": 3000
}

Configuration Options

Parameter	Description	Default	Required
`joplin_port`	Port where Joplin Web Clipper runs	41184	No
`joplin_token`	Your Joplin API authorization token	-	Yes
`mcp_port`	Port for the MCP server to listen on	3000	No

Example Configuration

{
  "joplin_port": 41184,
  "joplin_token": "a1b2c3d4e5f6g7h8i9j0k1l2m3n4o5p6.....",
  "mcp_port": 3000
}

🚀 Usage

Starting the Server

Simply double-click joplin-mcp-server.exe or run from command line:

./joplin-mcp-server.exe

The application will:

✅ Start and appear in your system tray
✅ Launch the MCP server on the configured port (default: 3000)
✅ Test the connection to Joplin
✅ Log status messages (if console window is visible)

System Tray Menu

Right-click the tray icon to access:

Status: Running - Current server status (non-clickable)
Configure - Configuration settings (future feature)
Quit - Stop the server and exit

Verifying the Connection

Test that everything is working:

# Test Joplin connection
curl http://localhost:41184/ping?token=YOUR_TOKEN

# Test MCP server
curl -X POST http://localhost:3000/ \
  -H "Content-Type: application/json" \
  -d '{"jsonrpc":"2.0","id":1,"method":"initialize"}'

🛠️ Available Tools

The MCP server provides 8 tools for interacting with Joplin:

1. list_notes

List all notes or filter by folder with pagination support.

{
  "folder_id": "abc123",  // Optional: filter by folder
  "limit": 50,            // Optional: results per page (max 100)
  "page": 1               // Optional: page number
}

2. get_note

Retrieve a complete note by its ID.

{
  "note_id": "def456"     // Required: note ID
}

3. create_note

Create a new note in Joplin.

{
  "title": "My New Note",           // Required: note title
  "body": "# Hello\n\nContent...",  // Required: markdown content
  "folder_id": "abc123"             // Optional: target folder
}

4. update_note

Update an existing note's title or content.

{
  "note_id": "def456",              // Required: note ID
  "title": "Updated Title",         // Optional: new title
  "body": "Updated content..."      // Optional: new content
}

5. delete_note

Delete a note (moves to trash by default).

{
  "note_id": "def456"     // Required: note ID to delete
}

6. search_notes

Search notes using Joplin's powerful search syntax.

{
  "query": "meeting notes",  // Required: search query
  "type": "note"            // Optional: note, folder, or tag
}

Search Examples:

"notebook:Work urgent" - Search in specific notebook
"tag:important" - Search by tag
"created:20241101" - Notes created on date
"todo:1" - Find todo items

7. list_folders

List all notebooks/folders in Joplin.

{}  // No parameters required

8. list_tags

List all tags in Joplin.

{}  // No parameters required

🤝 Integration with Claude Desktop

Add to your Claude Desktop configuration file:

Location: %APPDATA%\Claude\claude_desktop_config.json

{
  "mcpServers": {
    "joplin": {
      "url": "http://localhost:3000",
      "transport": "http"
    }
  }
}

Restart Claude Desktop

After adding the configuration:

Completely quit Claude Desktop
Restart the application
The Joplin MCP server tools should now be available

Example Claude Interactions

Once configured, you can ask Claude to:

"Show me all my notes from the Work notebook"
"Create a new note titled 'Meeting Notes' with today's agenda"
"Search my notes for references to the Q4 budget"
"Update my grocery list note with milk and eggs"
"What tags do I have in Joplin?"

📚 API Reference

MCP Endpoint

The server exposes a single JSON-RPC endpoint:

POST http://localhost:3000/
Content-Type: application/json

Request Format

{
  "jsonrpc": "2.0",
  "id": 1,
  "method": "tools/call",
  "params": {
    "name": "tool_name",
    "arguments": {
      // Tool-specific arguments
    }
  }
}

Response Format

Success:

{
  "jsonrpc": "2.0",
  "id": 1,
  "result": {
    "content": [
      {
        "type": "text",
        "text": "... response data ..."
      }
    ]
  }
}

Error:

{
  "jsonrpc": "2.0",
  "id": 1,
  "error": {
    "code": -32603,
    "message": "Error description"
  }
}

MCP Methods

Method	Description
`initialize`	Initialize MCP connection
`tools/list`	Get list of available tools
`tools/call`	Execute a specific tool

🔍 Troubleshooting

Server Won't Start

Problem: Application crashes or doesn't appear in tray

Solutions:

✅ Verify config.json exists and is valid JSON
✅ Check that port 3000 is not in use by another application
✅ Ensure Joplin Desktop is running
✅ Try running from command line to see error messages

Can't Connect to Joplin

Problem: "Failed to connect to Joplin" error

Solutions:

✅ Verify Joplin Web Clipper service is enabled
✅ Check the API token is correct (no extra spaces)
✅ Test manually: curl http://localhost:41184/ping?token=YOUR_TOKEN
✅ Try a different port if 41184 is in use

Tools Return Errors

Problem: MCP tools fail or return unexpected data

Solutions:

✅ Verify note/folder IDs are correct (32-character hex strings)
✅ Check Joplin database isn't corrupted
✅ Ensure you have the latest version of Joplin
✅ Look at console logs for detailed error messages

Claude Desktop Can't Find Server

Problem: Tools don't appear in Claude Desktop

Solutions:

✅ Verify path in claude_desktop_config.json is correct
✅ Use absolute paths (e.g., C:\\Users\\...)
✅ Restart Claude Desktop completely
✅ Check server is running in system tray

Permission Issues

Problem: Access denied or file errors

Solutions:

✅ Run as administrator (right-click → Run as administrator)
✅ Check antivirus isn't blocking the application
✅ Ensure config.json is in the same directory as executable

💻 Development

Project Structure

joplin-mcp-server/
├── main.go              # Main application code
├── go.mod               # Go module definition
├── app.ico              # app icon
├── config.json          # Configuration file (user-created)
├── README.md            # This file
└── joplin-mcp-server.exe # Compiled executable

Key Components

JoplinClient - HTTP client for Joplin REST API

Handles authentication with token
Makes HTTP requests (GET, POST, PUT, DELETE)
Parses JSON responses

MCPServer - Model Context Protocol server

Implements JSON-RPC 2.0
Handles MCP protocol methods
Routes tool calls to Joplin client

System Tray - Windows integration

Uses getlantern/systray library
Provides status menu
Runs in background

Adding New Tools

To add a new Joplin tool:

Add tool definition in tools/list response
Add case in executeTool switch statement
Implement Joplin API call
Test with MCP client

Building from Source

# Install dependencies
go mod tidy

# Build for development
go build -o joplin-mcp-server.exe

# Build for production
go build -ldflags="-H windowsgui -s -w" -o joplin-mcp-server.exe

# Cross-compile for Linux (experimental)
GOOS=linux GOARCH=amd64 go build -o joplin-mcp-server

Dependencies

github.com/getlantern/systray - System tray support
Go standard library (net/http, encoding/json, etc.)

🗺️ Roadmap

Future enhancements planned:

Configuration dialog UI
Auto-detect Joplin port
Support for attachments/resources
Cross-platform support (Linux, macOS)
WebSocket transport option
Better error messages and logging

🤝 Contributing

Contributions are welcome! Here's how you can help:

Fork the repository
Create a feature branch (git checkout -b feature/amazing-feature)
Commit your changes (git commit -m 'Add amazing feature')
Push to the branch (git push origin feature/amazing-feature)
Open a Pull Request

Areas for Contribution

🐛 Bug fixes
📝 Documentation improvements
✨ New features
🧪 Test coverage

📄 License

This project is licensed under the MIT License. See below for details:

MIT License

Copyright (c) 2024

Permission is hereby granted, free of charge, to any person obtaining a copy
of this software and associated documentation files (the "Software"), to deal
in the Software without restriction, including without limitation the rights
to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
copies of the Software, and to permit persons to whom the Software is
furnished to do so, subject to the following conditions:

The above copyright notice and this permission notice shall be included in all
copies or substantial portions of the Software.

THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
SOFTWARE.

🔗 Resources

📞 Support

If you encounter issues:

Check the Troubleshooting section
Review
Open a with:
- Your Go version
- Your Joplin version
- Windows version
- Error messages/logs
- Steps to reproduce

🙏 Acknowledgments

Joplin team for the excellent note-taking application
Anthropic for the Model Context Protocol specification
Go community for amazing libraries and tools

Made with ❤️ for the Joplin and AI assistant communities

Star ⭐ this repository if you find it helpful!