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 like Claude Desktop.
Features
- 8 MCP Tools for complete WorkFlowy node management
- FastMCP Framework for reliable MCP implementation
- High Performance with async operations and rate limiting
- Automatic Retry with exponential backoff
- Structured Logging for debugging and monitoring
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 nodes with filtering and pagination |
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 |
workflowy_search_nodes |
Search nodes by text query |
Quick Start
Prerequisites
- Python 3.10 or higher
- WorkFlowy account with API access
- Claude Desktop or other 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 Claude Desktop or another 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 node called 'Project Ideas' with todo layout"
"List all my uncompleted tasks"
"Search for nodes containing 'meeting'"
"Mark the node with ID abc123 as completed"
"Update the 'Weekly Goals' node with new notes"
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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