MCP server for WorkFlowy API integration
Project description
WorkFlowy MCP Server
A Model Context Protocol (MCP) server that integrates WorkFlowy's outline and task management capabilities with LLM applications.
MCP Tools Available
| Tool | Description |
|---|---|
workflowy_create_node |
Create new nodes with name, notes, and layout mode |
workflowy_update_node |
Update existing node properties |
workflowy_get_node |
Retrieve a specific node by ID |
workflowy_list_nodes |
List child nodes of a specific parent |
workflowy_delete_node |
Delete a node and its children |
workflowy_complete_node |
Mark a node as completed |
workflowy_uncomplete_node |
Mark a node as uncompleted |
Quick Start
Prerequisites
- Python 3.10 or higher
- WorkFlowy account with API access
- Claude Desktop or other (local, since it's a python package) MCP-compatible client
Installation
Option 1: Install from PyPI (Recommended)
# Install the package
pip install workflowy-mcp
Option 2: Quick Setup Script
# Download and run the setup script
curl -sSL https://raw.githubusercontent.com/yourusername/workflowy-mcp/main/install.sh | bash
# Or on Windows:
# irm https://raw.githubusercontent.com/yourusername/workflowy-mcp/main/install.ps1 | iex
Option 3: Manual Installation from Source
# Clone the repository (if you want to contribute or modify)
git clone https://github.com/vladzima/workflowy-mcp.git
cd workflowy-mcp
pip install -e .
Configuration
-
Get your WorkFlowy API key:
- From WorkFlowy
-
Configure client: Edit your client configuration (Claude Desktop example):
- Mac:
~/Library/Application Support/Claude/claude_desktop_config.json - Windows:
%APPDATA%\Claude\claude_desktop_config.json
Add to the
mcpServerssection:{ "mcpServers": { "workflowy": { "command": "python3", "args": ["-m", "workflowy_mcp"], "env": { "WORKFLOWY_API_KEY": "your_actual_api_key_here", // Optional settings (uncomment to override defaults): // "WORKFLOWY_API_URL": "https://workflowy.com/api/v1", // "WORKFLOWY_REQUEST_TIMEOUT": "30", // "WORKFLOWY_MAX_RETRIES": "3", // "WORKFLOWY_RATE_LIMIT_REQUESTS": "60", // "WORKFLOWY_RATE_LIMIT_WINDOW": "60" } } } }
- Mac:
-
Restart your client to load the MCP server
Usage
Once configured, you can use WorkFlowy tools with your agent:
"Create a new WorkFlowy todo 'complete project'" # This will create a node at the top of root
"List all bullets in node ID abc123"
"Mark the node https://workflowy.com/#/abc123 as completed"
"Update the 'Weekly Goals' node with following notes"
"Uncomplete the node"
"Delete the obsolete task node"
Development
Setup Development Environment
# Create virtual environment
python -m venv venv
source venv/bin/activate # On Windows: venv\Scripts\activate
# Install in development mode
pip install -e ".[dev]"
# Run tests
pytest
# Run with coverage
pytest --cov=workflowy_mcp
# Run linting
ruff check src/
mypy src/
black src/ --check
Project Structure
workflowy-mcp/
├── src/
│ └── workflowy_mcp/
│ ├── __init__.py
│ ├── __main__.py # Entry point
│ ├── server.py # FastMCP server & tools
│ ├── config.py # Configuration
│ ├── transport.py # STDIO transport
│ ├── client/
│ │ ├── api_client.py # WorkFlowy API client
│ │ ├── rate_limit.py # Rate limiting
│ │ └── retry.py # Retry logic
│ ├── models/
│ │ ├── node.py # Node models
│ │ ├── requests.py # Request models
│ │ ├── config.py # Config models
│ │ └── errors.py # Error models
│ └── middleware/
│ ├── errors.py # Error handling
│ └── logging.py # Request logging
├── tests/
│ ├── contract/ # Contract tests
│ ├── integration/ # Integration tests
│ ├── unit/ # Unit tests
│ └── performance/ # Performance tests
├── pyproject.toml # Project configuration
├── README.md # This file
├── CONTRIBUTING.md # Contribution guide
├── install.sh # Unix/Mac installer
└── install.ps1 # Windows installer
Running Tests
# Run all tests
pytest
# Run specific test categories
pytest tests/unit/
pytest tests/contract/
pytest tests/integration/
pytest tests/performance/
# Run with coverage report
pytest --cov=workflowy_mcp --cov-report=html
# Run with verbose output
pytest -xvs
API Reference
Node Structure
{
"id": "unique-node-id",
"name": "Node name", # Text content
"note": "Node notes/description", # Optional notes
"layoutMode": "bullets", # Display mode: bullets, todo, h1, h2, h3
"completedAt": null, # Completion timestamp (null if not completed)
"children": [], # Child nodes array
"createdAt": 1234567890, # Unix timestamp
"modifiedAt": 1234567890 # Unix timestamp
}
Error Handling
All tools return a consistent error format:
{
"success": false,
"error": "error_type",
"message": "Human-readable error message",
"context": {...} // Additional error context
}
Performance
- Automatic rate limiting prevents API throttling
- Token bucket algorithm for smooth request distribution
- Adaptive rate limiting based on API responses
- Connection pooling for efficient HTTP requests
Contributing
See CONTRIBUTING.md for development setup and contribution guidelines.
License
MIT License - see LICENSE file for details.
Support
Acknowledgments
- Built with FastMCP framework
- Integrates with WorkFlowy API
- Compatible with Claude Desktop and other MCP clients
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