TaskFlow

Model Context Protocol (MCP) server for task management, built with FastMCP. Integrate task management capabilities into Claude Desktop.

- Create Tasks: Generate new tasks with detailed specifications
- Update Status: Track progress through pending, in-progress, completed, cancelled
- Task Details: Get comprehensive information about any task
- User Tasks: List all tasks for specific team members
- Overdue Tracking: Identify and manage overdue tasks
- Smart Search: Find tasks by title, description, or tags

- Task Resource: JSON representation of individual tasks
- User Task Lists: Complete task portfolios for team members
- Dashboard Summary: Real-time project statistics and metrics

- Task Creation Assistant: Guided task creation with SMART criteria
- Daily Standup: Automated standup report generation
- Project Planning: Break down complex projects into manageable tasks

taskflow-mcp/ ├── server.py # Shared MCP server instance ├── database.py # In-memory data storage ├── main.py # Application entry point ├── tools/ │ └── task_tools.py # Task management tools ├── resources/ │ └── task_resources.py # Task data resources └── prompts/ └── task_prompts.py # assistant prompts

- Python 3.10+
- conda or pip (conda pref)
- Claude Desktop (for integration)

conda create -n mcp-project python=3.10 conda activate mcp-project

pip install mcp requests pip install --upgrade typer

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Add the modular codeto your project structure (see files above)

- Windows:%APPDATA%\Claude\claude_desktop_config.json
- macOS:~/Library/Application Support/Claude/claude_desktop_config.json
- Linux:~/.config/Claude/claude_desktop_config.json

{ "mcpServers": { "TaskFlow": { "command": "/path/to/your/project/.venv/Scripts/python.exe", "args": [ "/path/to/your/project/main.py" ] } } }

- Restart Claude Desktopand you'll see TaskFlow tools available!

Create a high-priority task for "Implement user authentication" assigned to muthu.pal with due date 2025-07-15

Show me all tasks for ankitha.pal that are currently in progress

Generate a daily standup report showing today's focus items and any blockers

Help me break down a "Mobile App Development" project into manageable tasks

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