Exploring TaskFlow MCP – AI-native Task Management with GitHub Copilot

Phan Trung Nghia — Tue, 25 Nov 2025 11:32:42 +0000

Hello DEV community,

I’d like to share a small experiment I’ve been working on: TaskFlow MCP
. It’s a Model Context Protocol (MCP) tool integrated with GitHub Copilot that helps manage tasks and workflows directly from your repo using natural language — no CLI required.

Key highlights:

Create, track, and complete tasks with AI assistance

Manage task dependencies and auto-update status

Auto-commit and push completed tasks

Realtime dashboard with progress tracking and task stats

Supports multiple languages and frameworks: Node.js, Laravel, Python, React, Vue, Go, Rust, etc.

I’m still exploring and learning how MCP can be used effectively, so I would greatly appreciate feedback from the community on:

Installation and usage experience

Ideas for improvements or useful features

Bugs or issues you encounter

🔗 Repo: https://github.com/ptnghia/Copilot-TaskFlow-MCP

Thanks for taking the time to check it out! I truly appreciate any feedback to help improve this tool.

DEV Community: Phan Trung Nghia

Exploring TaskFlow MCP – AI-native Task Management with GitHub Copilot