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Python tools for managing markdown task cards with MCP integration

Project description

CopilotTaskMaster

Markdown-based task management for humans and AI agents. Manage tasks via CLI or MCP (Model Context Protocol).

Features

  • Project-Scoped: All tasks are organized by project folders.
  • Agent Optimized: Token-efficient responses designed for LLM integration.
  • Markdown First: Tasks are stored as plain .md files with YAML frontmatter.
  • Dual Interface: Full parity between CLI and MCP server tools.
  • Hierarchical: Supports nested subpaths and tag-based filtering.

Installation

From Source

git clone https://github.com/geekbozu/CopilotTaskMaster.git
cd CopilotTaskMaster
pip install -e .

Via Docker

Pull the pre-built image from GHCR:

docker pull ghcr.io/geekbozu/copilottaskmaster:latest

Or build locally:

docker build -t taskmaster .

Usage

CLI Basics

All operations require a project scope, either via --project or as a path prefix.

# Create
taskmaster create backend/login.md "Implement Auth" --status open --priority high

# List & Search
taskmaster list --project backend
taskmaster search --query "Auth" --status open

taskmaster tags --project backend  # list tags for a project (omit --project to list all tags)

# Update & Move
taskmaster update backend/login.md --status in-progress
taskmaster move backend/login.md backend/completed/login.md

# Show Structure
# Show the whole workspace tree
taskmaster tree
# Show tree scoped to a project
taskmaster tree --project backend

MCP Server (VS Code)

Enable task management tools in VS Code by adding the server to your settings:

{
  "servers  ": {
    "taskmaster": {
      "command": "docker",
      "args": [
        "run", "-i", "--rm", 
        "-v", "${workspaceFolder}/tasks:/tasks", 
        "ghcr.io/geekbozu/copilottaskmaster:latest", 
        "mcp-server"
      ]
    }
  }
}

Available Tools: create_task, read_task, update_task, delete_task, list_tasks, search_tasks, move_task, get_structure, get_all_tags.

Tool details (selected):

  • get_structure(subpath: str = "", project: Optional[str] = None): Return hierarchical folder/task structure. When project is provided, the structure is scoped to that project (raises ValueError if the project does not exist).
  • get_all_tags(project: Optional[str] = None): Return the set of tags used across tasks. When project is provided, tags are collected only from that project's tasks (returns empty set if the project does not exist).

Task Format

Tasks are standard Markdown files:

---
title: Implement Auth
status: open
priority: high
tags: [auth, security]
---
# Implementation Details
- [ ] Setup JWT
- [ ] Hash Passwords

Configuration

  • TASKMASTER_TASKS_DIR: Path to storage (default: ./tasks).
  • Use --tasks-dir on any CLI command to override.

Development

pytest                 # Run tests
black taskmaster/      # Format code

License

MIT

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