Creates and manages markdown-based tracker files with YAML frontmatter for organizing tasks, projects, and reference materials
Integrates with OpenAI's API to provide AI-powered task categorization, prioritization, and automatic routing of captured items
Uses YAML frontmatter in tracker files for metadata management and workflow control of productivity items
ChurnFlow MCP Server
An ADHD-friendly productivity system powered by AI agents
ChurnFlow is a Model Context Protocol (MCP) server that transforms the way ADHD minds manage productivity. Instead of fighting against how your brain works, ChurnFlow works with your natural patterns of thinking, capturing, and processing information.
🧠 The Problem
Traditional productivity systems fail ADHD brains because they require too much cognitive overhead:
- Capture friction: Great ideas get lost while driving, in meetings, or during hyperfocus sessions
- Processing overhead: Spending more time organizing tasks than actually doing them
- Context switching pain: Losing track of where you were after interruptions
- System maintenance burden: The productivity system becomes another task to manage
✨ The ChurnFlow Solution
ChurnFlow uses AI to eliminate the cognitive overhead of productivity management:
- 🎤 Frictionless Capture: Voice or text input that automatically infers context and routing
- 🤖 AI-Powered Processing: Natural language understanding that categorizes and prioritizes items
- 📍 Context Awareness: Seamlessly switch between life domains (business, personal, projects)
- 🔄 Automatic Recovery: Get back on track after interruptions without losing momentum
🏗️ Architecture
ChurnFlow is built around three core concepts:
Collections
Domain-specific folders that archive completed work and reference materials:
gsc-ai/- AI consulting businessproject-55/- Personal business empire plantractor/- Equipment restoration projects
Trackers
Active markdown files that capture ongoing work and action items:
- Auto-categorized by context (business, personal, project, system)
- YAML frontmatter for metadata and workflow control
- Natural language task formatting with AI assistance
AI Inference
Intelligent routing that understands your workflow:
- Context detection from existing tracker patterns
- Item type classification (action, review, reference, someday/maybe)
- Automatic prioritization and dependency discovery
🚀 Getting Started
Prerequisites
- Node.js 18+
- An AI API key (OpenAI or Anthropic)
- A Churn system directory structure
Installation
Configuration
Usage with Claude/Warp
🎯 Core Features
Smart Capture
- Natural Language Input: "Remind me to follow up with that consulting client next week"
- Context Inference: Automatically routes to the right project tracker
- Voice Integration: Capture thoughts while driving or working with your hands
- Multi-Device: Phone, iPad, computer - capture anywhere
Intelligent Processing
- Item Classification: Action items, reviews, references, someday/maybe
- Priority Detection: Deadlines, dependencies, and urgency analysis
- Tracker Management: Auto-sync between active trackers and archived collections
ADHD-Optimized Workflows
- Dashboard View: "What's important today?" without cognitive overhead
- Interruption Recovery: "Where was I?" after context switches
- Hyperfocus Support: Capture interrupting thoughts without breaking flow
- Executive Function Assistance: AI handles the organizing so you can focus on doing
🏢 About GSC Dev
ChurnFlow is developed by Gibson Service Company, LLC - Development Division (GSC Dev), the R&D arm of a multi-division business focused on bringing joy-driven solutions to market.
Other GSC Divisions:
- Gibson Service Company: Small engine repair & vintage tractor restoration (gibsonsvc.com)
- GSC AI Consulting: AI-powered workflows for small businesses
- Project-55: Building financial independence through passion-driven entrepreneurship
🤝 Contributing
We welcome contributions from the ADHD and neurodivergent community! Please see our Contributing Guidelines for details.
📋 Roadmap
- Project initialization and architecture design
- Core MCP server with capture functionality
- AI inference engine for context and item type detection
- Voice capture integration
- Dashboard and review tools
- Mobile app for capture on-the-go
- Community marketplace for custom trackers and workflows
📄 License
MIT License - see LICENSE for details.
🆘 Support
Built with ❤️ for the ADHD community by someone who gets it.
This server cannot be installed
An ADHD-friendly productivity system that uses AI to provide frictionless capture of tasks and ideas through natural language input, with automatic context detection and intelligent routing to appropriate project trackers. Eliminates cognitive overhead by working with ADHD thinking patterns rather than against them.