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Installation\n\n### Prerequisites\n- Python 3.12 or higher\n- Toggl API token\n\n### Setup\n\n1. **Clone the repository**\n   ```bash\n   git clone <repository-url>\n   cd admin-toggl-mcp\n   ```\n\n2. **Install dependencies**\n   ```bash\n   # Install uv if you haven't already\n   curl -LsSf https://astral.sh/uv/install.sh | sh\n   source $HOME/.local/bin/env\n   \n   # Install project dependencies\n   uv sync\n   ```\n\n3. **Get your Toggl API token**\n   - Go to [Toggl Track](https://track.toggl.com/profile)\n   - Scroll down to \"API Token\"\n   - Copy your token\n\n4. **Set environment variable**\n   ```bash\n   export TOGGL_API_TOKEN='your_api_token_here'\n   ```\n\n## Usage\n\n### Running the Server\n\n```bash\n# Run the server\nuv run python server.py\n\n# Or run with help\nuv run python server.py --help\n```\n\n### Testing the Setup\n\n```bash\n# Run the test suite to verify everything is working\nuv run python test_server.py\n```\n\n## API Reference\n\n### Basic Tools\n\n#### `start_tracking`\nStart tracking time for a new task.\n\n**Parameters:**\n- `title` (string, required): Title/description of the task\n- `workspace_id` (integer, optional): Workspace ID\n- `project_id` (integer, optional): Project ID\n- `tags` (array of strings, optional): List of tags\n\n#### `stop_tracking`\nStop the currently running time entry.\n\n#### `show_current_time_entry`\nShow the currently running time entry, if any.\n\n#### `list_workspaces`\nList all available workspaces.\n\n### Admin Tools\n\n#### `get_organization_dashboard`\nGet comprehensive organization dashboard with KPIs, hours, revenue, and profit metrics.\n\n**Parameters:**\n- `workspace_id` (integer, required): Workspace ID\n- `start_date` (string, optional): Start date (YYYY-MM-DD)\n- `end_date` (string, optional): End date (YYYY-MM-DD)\n- `period` (string, optional): Predefined period (week, month, quarter, year)\n\n#### `get_project_profitability_analysis`\nGet detailed project profitability analysis with profit margins, utilization rates, and ROI.\n\n**Parameters:**\n- `workspace_id` (integer, required): Workspace ID\n- `start_date` (string, optional): Start date (YYYY-MM-DD)\n- `end_date` (string, optional): End date (YYYY-MM-DD)\n- `sort_by` (string, optional): Sort criterion (profit, revenue, margin, hours)\n- `min_hours` (number, optional): Minimum hours threshold for inclusion\n\n#### `get_team_productivity_report`\nGet team productivity report with utilization rates, performance metrics, and capacity analysis.\n\n**Parameters:**\n- `workspace_id` (integer, required): Workspace ID\n- `start_date` (string, optional): Start date (YYYY-MM-DD)\n- `end_date` (string, optional): End date (YYYY-MM-DD)\n- `include_individual_metrics` (boolean, optional): Include individual employee metrics\n\n#### `get_client_profitability_analysis`\nGet client-level profitability and revenue analysis.\n\n**Parameters:**\n- `workspace_id` (integer, required): Workspace ID\n- `start_date` (string, optional): Start date (YYYY-MM-DD)\n- `end_date` (string, optional): End date (YYYY-MM-DD)\n- `min_revenue` (number, optional): Minimum revenue threshold\n\n#### `get_financial_summary`\nGet high-level financial summary with revenue, costs, and profit trends.\n\n**Parameters:**\n- `workspace_id` (integer, required): Workspace ID\n- `period` (string, optional): Period for analysis (month, quarter, year)\n- `compare_previous` (boolean, optional): Include comparison with previous period\n\n#### `get_productivity_insights`\nGet advanced productivity insights and time tracking patterns.\n\n**Parameters:**\n- `workspace_id` (integer, required): Workspace ID\n- `start_date` (string, optional): Start date (YYYY-MM-DD)\n- `end_date` (string, optional): End date (YYYY-MM-DD)\n- `include_detailed_analysis` (boolean, optional): Include detailed time entry analysis\n\n## Architecture\n\n### Core Components\n\n- **`main.py`**: Main server implementation with MCP protocol handlers\n- **`toggl_api.py`**: Toggl Track API client for basic operations\n- **`reports_api.py`**: Toggl Reports API client for advanced analytics\n- **`models.py`**: Data models for workspaces, time entries, and reports\n- **`admin_processor.py`**: Data processing for admin-level reports\n- **`utils.py`**: Utility functions for data parsing and formatting\n\n### Data Models\n\n- **`TogglWorkspace`**: Workspace information\n- **`TogglTimeEntry`**: Time entry data\n- **`ProjectProfitability`**: Project-level profitability metrics\n- **`EmployeeProfitability`**: Employee productivity metrics\n- **`ClientProfitability`**: Client-level profitability analysis\n- **`OrganizationSummary`**: High-level organization KPIs\n\n## Error Handling\n\nThe server includes comprehensive error handling for:\n- Network connectivity issues\n- API rate limiting\n- Authentication failures\n- Invalid data formats\n- Missing required fields\n\n## Development\n\n### Project Structure\n```\nadmin-toggl-mcp/\n├── src/\n│   └── toggl_server/\n│       ├── __init__.py\n│       ├── main.py\n│       ├── toggl_api.py\n│       ├── reports_api.py\n│       ├── admin_processor.py\n│       ├── models.py\n│       └── utils.py\n├── server.py\n├── test_server.py\n├── pyproject.toml\n└── README.md\n```\n\n### Running Tests\n```bash\nuv run python test_server.py\n```\n\n### Adding New Features\n1. Add new tools to the `handle_list_tools()` function in `main.py`\n2. Implement tool handlers in `handle_call_tool()`\n3. Add corresponding data models in `models.py` if needed\n4. Update the test suite in `test_server.py`\n\n## Troubleshooting\n\n### Common Issues\n\n1. **\"TOGGL_API_TOKEN environment variable is required\"**\n   - Make sure you've set the environment variable correctly\n   - Verify your API token is valid\n\n2. **\"Authentication failed\"**\n   - Check that your API token is correct\n   - Ensure your Toggl account is active\n\n3. **\"Rate limit exceeded\"**\n   - Wait a moment before making more requests\n   - The server automatically handles rate limiting\n\n4. **Import errors**\n   - Run `uv sync` to ensure all dependencies are installed\n   - Check that you're using Python 3.12 or higher\n\n### Getting Help\n\nIf you encounter issues:\n1. Run the test suite: `uv run python test_server.py`\n2. Check the logs for detailed error messages\n3. Verify your Toggl API token is working with a simple curl request\n\n## License\n\nThis project is licensed under the MIT License.\n\n## Contributing\n\nContributions are welcome! Please feel free to submit a Pull Request.\n","readmeFilename":"README.md"}