MCP 服务器

Notion Ultimate MCP Server

Enables AI-powered Notion task management with autonomous workflows, including task retrieval, AI prompt generation, and dependency tracking.

README

🚀 Notion Ultimate MCP Server

Revolutionary MCP-enabled Notion task management system with autonomous AI workflow capabilities

🎯 What Makes This Revolutionary?

The Killer Feature: Continuous AI Workflow

This isn't just another Notion API wrapper. This is an MCP server that enables Claude Desktop to:

Get your next task automatically based on dependencies, energy levels, and sprint priorities
Generate AI-optimized prompts with full context, examples, and best practices
Mark tasks complete and automatically unblock dependent tasks
Repeat autonomously - creating a continuous coding workflow

Result: You focus on coding. Claude handles task orchestration.

📦 Features

Core Capabilities (Tier 1-5)

✅ 30+ MCP Tools for task operations, sprint management, and analytics
✅ 20+ MCP Resources for real-time task context and system state
✅ 15+ MCP Prompts for AI-optimized task execution
✅ Smart Task Selection based on dependencies, energy, and priority
✅ Automatic Dependency Unblocking when tasks complete
✅ Sprint Management with velocity tracking
✅ Energy-Aware Scheduling for ADHD-friendly workflows
✅ Duplicate Detection and data quality validation
✅ Bulk Operations for efficient task management
✅ AI Prompt Generation with context-aware templates

Advanced Features (Tier 6-11)

🔄 Multi-database operations
👥 Team collaboration tools
📊 Advanced analytics and forecasting
🔗 GitHub integration
🤖 Automated workflows
📈 Velocity tracking and burndown charts

🏗️ Architecture

notion-ultimate-mcp-server/
├── core/               # Core business logic (API, analyzers, config)
├── mcp/                # MCP server implementation
│   ├── resources/      # 20+ MCP resources
│   ├── tools/          # 30+ MCP tools
│   └── prompts/        # 15+ MCP prompts
├── scripts/            # Standalone CLI tools
├── tests/              # Test suite
└── docs/               # Documentation

🚀 Quick Start

Prerequisites

Python 3.11+
Notion account with API integration
Claude Desktop (for MCP features)

Installation

# Clone repository
git clone https://github.com/The-Trading-Dashboard/notion-ultimate-mcp-server.git
cd notion-ultimate-mcp-server

# Install dependencies
pip install -r requirements.txt

# Configure environment
cp .env.example .env
# Edit .env with your Notion API token and database ID

Configure Claude Desktop

Add to your claude_desktop_config.json:

{
  "mcpServers": {
    "notion-ultimate": {
      "command": "python",
      "args": [
        "-m",
        "mcp.server"
      ],
      "cwd": "/path/to/notion-ultimate-mcp-server",
      "env": {
        "NOTION_TOKEN": "your_notion_integration_token",
        "DATABASE_ID": "your_database_id"
      }
    }
  }
}

Verify Installation

# Test core functionality
python -m scripts.task_manager --test

# Test MCP server
python -m mcp.server --test

📖 Usage Examples

Autonomous Coding Workflow (The Killer Feature)

# In Claude Desktop, the MCP server enables:

# 1. Get next task automatically
"What should I work on next?"
# → Claude uses get_next_task tool
# → Returns: "Build user authentication system (2 hours, medium energy)"

# 2. Generate AI prompt with context
"Generate a prompt for this task"
# → Claude uses generate_ai_prompt prompt
# → Returns: Detailed prompt with examples, constraints, and success criteria

# 3. Complete and get next task
"Mark this complete and get my next task"
# → Claude uses mark_complete tool (unblocks dependencies)
# → Claude uses get_next_task tool
# → Returns next task automatically

# Loop continues indefinitely!

Sprint Management

# Plan next sprint
"Plan Sprint 2 with 40 hours capacity"

# Check sprint progress
"Show Sprint 1 burndown"

# Optimize task order
"Reorder tasks by dependencies and priority"

Analytics & Insights

# Velocity tracking
"What's my average velocity?"

# Estimation accuracy
"Show my estimation accuracy over time"

# Bottleneck detection
"Find tasks blocking the most work"