SystemPrompt TaskChecker is a session-based task management and evaluation system designed for AI assistants. It enables structured task orchestration with real-time progress tracking, intelligent scoring, and comprehensive workflow monitoring. Key capabilities include: - Dynamic task list creation with hierarchical organization and acceptance criteria definition - Real-time status tracking through workflow states (pending, in_progress, completed) - 0-100 precision scoring system for evaluating task completion quality - Stateful session management with automatic cleanup and concurrent session support - Historical evaluation tracking for performance analysis and continuous improvement - Enterprise-grade security with built-in validation and error handling

🚀 SystemPrompt MCP TaskChecker

> Enterprise-grade Model Context Protocol server for intelligent task management, evaluation scoring, and session-based workflow tracking.

[](https://systemprompt.io) [](LICENSE)

Seamlessly integrates with AI assistants to provide structured task orchestration, real-time progress monitoring, and comprehensive evaluation metrics for next-generation AI-driven productivity solutions.

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✨ What is SystemPrompt MCP TaskChecker?

The SystemPrompt MCP TaskChecker is a Model Context Protocol (MCP) server that transforms how AI assistants handle task management and workflow orchestration. Built by SystemPrompt.io, this enterprise-grade solution bridges the gap between AI intelligence and structured productivity workflows.

🎯 Key Value Propositions

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🌟 Key Features

🎯 Intelligent Task Orchestration

📈 Advanced Evaluation System

🔒 Enterprise Session Management

🚀 Production-Grade Architecture

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🛠️ Installation & Setup

Prerequisites

Quick Start

# Clone the repository
git clone https://github.com/Ejb503/systemprompt-mcp-taskchecker.git
cd systemprompt-mcp-taskchecker
Install dependencies
npm install
Build the project
npm run build
Start the server
npm start

Development Environment

# Development mode with hot reload
npm run dev
Run tests
npm test
Run with coverage
npm run test:coverage
Test client integration
npm run test:client

Docker Deployment

# Build Docker image
npm run docker:build
Run in container
npm run docker:run

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🎮 Usage Examples

Basic Task List Creation

{
  "method": "tools/call",
  "params": {
    "name": "create_tasklist",
    "arguments": {
      "initialTasks": [
        {
          "title": "Implement user authentication",
          "acceptanceCriteria": "User can login with email/password and receive JWT token"
        },
        {
          "title": "Create dashboard UI",
          "acceptanceCriteria": "Responsive dashboard showing user metrics and navigation"
        }
      ]
    }
  }
}

Task Status Updates

{
  "method": "tools/call",
  "params": {
    "name": "update_task",
    "arguments": {
      "taskListId": "uuid-task-list-id",
      "taskId": "uuid-task-id",
      "updates": {
        "status": "completed",
        "evaluation": 95
      }
    }
  }
}

Comprehensive Status Retrieval

```json { "method": "tools/call", "params": { "name": "get_status"