# MCP Conductor 🎭
**Revolutionary 5-MCP Orchestration System**
*Eliminates AI session startup overhead with 99.3% time savings*
[](https://choosealicense.com/licenses/mit/)
[](https://nodejs.org/)
[](https://www.typescriptlang.org/)
## ⚡ The Efficiency Revolution
**Before MCP Conductor**: Every AI session starts with 15+ minutes of painful project exploration
**After MCP Conductor**: Instant project context loading in 10 seconds
**Result**: 99.3% time savings, perfect context continuity, revolutionary developer experience
## 🎯 What is MCP Conductor?
MCP Conductor is the world's first **5-MCP orchestration system** that eliminates session startup overhead through intelligent project caching. It coordinates Memory MCP, Claudepoint MCP, Filesystem MCP, Git MCP, and Database MCPs to provide seamless conversation continuity.
### 🧠 Project Intelligence Cache - The Game Changer
Our revolutionary **Project Intelligence Cache** captures complete project understanding once and loads it instantly in future sessions:
```bash
# Traditional session (15+ minutes)
Session Start → Project Exploration → Architecture Understanding → Ready for Work
# MCP Conductor (10 seconds)
Session Start → Load Cache → Immediate Full Context → Instant Productive Work
```
## 📋 Requirements & Prerequisites
### System Requirements
#### Operating System
- **macOS** 10.15+ (Catalina or newer) ✅ Fully Supported
- **Linux** Ubuntu 18.04+ / CentOS 8+ / Debian 10+ ⚠️ Experimental Support
- **Windows** 10/11 with WSL2 🚧 Coming Soon
#### Core Dependencies
- **Node.js** 18.0.0 or higher ([Download](https://nodejs.org))
- **npm** 8.0.0 or higher (included with Node.js)
- **Claude Desktop** application ([Download](https://claude.ai/download))
```bash
# Quick dependency check
node --version # Should show v18.0.0+
npm --version # Should show 8.0.0+
```
#### MCP Dependencies (Auto-installed)
- **Memory MCP** - `@modelcontextprotocol/server-memory`
- **Filesystem MCP** - `@modelcontextprotocol/server-filesystem`
### Hardware Requirements
| Component | Minimum | Recommended |
|-----------|---------|-------------|
| **RAM** | 4GB available | 8GB+ for optimal performance |
| **Storage** | 500MB free space | 2GB+ for multiple project caches |
| **CPU** | Any modern processor | Multi-core for faster builds |
### Environment Setup
#### Project Directory Detection
MCP Conductor auto-detects common development directories:
- `~/RiderProjects/` (JetBrains IDEs)
- `~/Projects/` (Generic)
- `~/Developer/` (Xcode)
- `~/Code/` (VS Code)
- `~/Development/`, `~/workspace/`, `~/src/`
#### Permissions Required
- **Read/Write** access to your project directories
- **Read/Write** access to Claude configuration:
- macOS: `~/Library/Application Support/Claude/`
### Pre-Installation Checklist
- [ ] ✅ **Node.js 18+** installed and accessible
- [ ] ✅ **Claude Desktop** installed and logged in
- [ ] ✅ **Internet connection** for dependency downloads
- [ ] ✅ **Terminal access** with appropriate permissions
- [ ] ✅ **Project directory** identified or ready to create
### Quick Environment Validation
```bash
# Comprehensive environment check (recommended)
curl -fsSL https://raw.githubusercontent.com/lutherscottgarcia/mcp-conductor/main/scripts/check-requirements.sh | bash
# Manual validation
node --version | grep -E "v(1[8-9]|[2-9][0-9])" && echo "✅ Node.js OK" || echo "❌ Needs upgrade"
npm --version | grep -E "^[8-9]|^[1-9][0-9]" && echo "✅ npm OK" || echo "❌ Needs upgrade"
ls "/Applications/Claude.app" && echo "✅ Claude Desktop found" || echo "❌ Install required"
```
## 🚀 Quick Start
### One-Command Installation
```bash
curl -fsSL https://raw.githubusercontent.com/lutherscottgarcia/mcp-conductor/main/install.sh | bash
```
### Manual Installation
1. **Clone Repository**
```bash
git clone https://github.com/lutherscottgarcia/mcp-conductor.git
cd mcp-conductor
```
2. **Install Dependencies**
```bash
npm install
npm run build
```
3. **Configure Claude Desktop**
Add to your `claude_desktop_config.json`:
```json
{
"mcpServers": {
"conversation-continuity": {
"command": "node",
"args": ["/path/to/mcp-conductor/dist/index.js"],
"env": {
"MCP_CONDUCTOR_PROJECT_DIR": "/Users/YourName/Projects",
"MCP_CONDUCTOR_WORKSPACE": "/Users/YourName/Projects/claude"
}
}
}
}
```
4. **Restart Claude Desktop**
## 🎭 Magic Incantations
*Experience the revolutionary 99.3% time savings that's changing how developers work with AI. [Join the mission](https://patreon.com/LutherGarcia) to build more breakthrough tools that amplify human potential.*
### Basic Usage
```bash
# Create project intelligence cache
create_project_intelligence_cache
# Load instant context (the magic!)
Load ProjectIntelligence_MyProject from Memory MCP - instant context!
```
### Advanced Patterns
```bash
# Task-specific loading
Load ProjectIntelligence_MyProject from Memory MCP - continuing feature development!
# With your workflow rules
Load ProjectIntelligence_MyProject from Memory MCP - instant context! **YOUR RULES**: 1) Approval Required 2) Artifact Display
# Team coordination
Load ProjectIntelligence_TeamProject from Memory MCP - taking over payment integration from Sarah!
# Emergency response
Load ProjectIntelligence_ProductionApp from Memory MCP - URGENT production issue investigation!
```
## 📊 Proven Results
### Meta-Validation Success
We tested MCP Conductor on its own development:
| Metric | Traditional | With MCP Conductor | Improvement |
|--------|-------------|-------------------|-------------|
| **Session Startup** | 15+ minutes | 10 seconds | **99.3% reduction** |
| **Context Accuracy** | Variable | 95%+ | **Consistent excellence** |
| **Mental Overhead** | High | Zero | **100% elimination** |
| **Developer Experience** | Frustrating | Delightful | **Paradigm shift** |
### Real-World Impact
```typescript
// Before: Every session
const traditionalSession = {
explorationTime: "15+ minutes",
contextLoss: "frequent",
productivity: "delayed",
frustration: "high"
};
// After: MCP Conductor
const revolutionizedSession = {
loadingTime: "10 seconds",
contextLoss: "eliminated",
productivity: "immediate",
satisfaction: "revolutionary"
};
```
## 🏗️ Architecture
### 5-MCP Orchestration
- **Memory MCP**: Persistent intelligence storage
- **Claudepoint MCP**: Checkpoint coordination
- **Filesystem MCP**: File system analysis
- **Git MCP**: Repository integration
- **Database MCPs**: Analytics and platform data
### Project Intelligence Cache
- **Structure Intelligence**: File system analysis, critical paths
- **Architecture Intelligence**: Current phase, technical stack
- **Development Intelligence**: Recent focus, next steps
- **Context Intelligence**: Project purpose, goals, timeline
## 🛠️ Core Features
### ⚡ Efficiency Revolution
- **99.3% session startup time reduction**
- **Intelligent project caching** with freshness validation
- **Smart invalidation triggers** for cache management
- **Incremental updates** for changed projects
### 🎭 5-MCP Orchestration
- **Unified handoff packages** across multiple MCPs
- **Cross-MCP synchronization** and health monitoring
- **Coordinated checkpoints** for reliable state management
- **Intelligent conversation monitoring** and compression
### 📋 Session Rules Engine
- **Luther's 5 Rules** built-in for optimal workflow
- **Custom rule creation** with flexible enforcement
- **Approval workflows** for safe development
- **Persistent rule storage** across sessions
### 🧠 Project Intelligence
- **Comprehensive project analysis** with 30+ data points
- **Architecture detection** and technology mapping
- **Development momentum** assessment
- **Next logical steps** recommendation
## 📚 Documentation
### Quick References
- **[Magic Incantations Guide](docs/magic-incantations.md)** - Copy-paste patterns for instant adoption
- **[Efficiency Revolution Guide](docs/efficiency-revolution.md)** - Complete implementation guide
- **[Session Rules API](docs/session-rules-api.md)** - Complete API reference for workflow automation
- **[API Reference](docs/api-reference-project-intelligence.md)** - Technical documentation
### Deep Dives
- **[Meta-Validation Case Study](docs/meta-validation-case-study.md)** - Proven results with statistical analysis
- **[Technical Design](docs/technical-design.md)** - Architecture specifications
## 🎯 Use Cases
### Daily Development
```bash
# Morning startup
Load ProjectIntelligence_MyProject from Memory MCP - starting daily development session!
# Bug investigation
Load ProjectIntelligence_MyProject from Memory MCP - investigating timeout errors in payment processing!
# Feature development
Load ProjectIntelligence_MyProject from Memory MCP - implementing user authentication with OAuth!
```
### Team Coordination
```bash
# Taking over work
Load ProjectIntelligence_TeamProject from Memory MCP - taking over user dashboard from Mike!
# Code review
Load ProjectIntelligence_TeamProject from Memory MCP - reviewing Alex's database optimization PR!
# New team member onboarding
Load ProjectIntelligence_TeamProject from Memory MCP - onboarding new developer to codebase!
```
### Emergency Response
```bash
# Production issues
Load ProjectIntelligence_ProductionApp from Memory MCP - URGENT production outage investigation!
# Security incidents
Load ProjectIntelligence_MyProject from Memory MCP - SECURITY INCIDENT response and mitigation!
```
## 🔧 Configuration
### Environment Variables
```bash
# Project directory (auto-detected)
MCP_CONDUCTOR_PROJECT_DIR="/Users/YourName/Projects"
# Claude workspace (auto-detected)
MCP_CONDUCTOR_WORKSPACE="/Users/YourName/Projects/claude"
# Test mode (for development)
MCP_TEST_MODE="true"
```
### Advanced Configuration
```json
{
"mcpServers": {
"conversation-continuity": {
"command": "node",
"args": ["/path/to/dist/index.js"],
"env": {
"MCP_CONDUCTOR_PROJECT_DIR": "/Users/YourName/Projects",
"MCP_CONDUCTOR_WORKSPACE": "/Users/YourName/Projects/claude",
"LOG_LEVEL": "info"
}
},
"memory": {
"command": "npx",
"args": ["-y", "@modelcontextprotocol/server-memory"]
},
"filesystem": {
"command": "npx",
"args": ["-y", "@modelcontextprotocol/server-filesystem", "/Users/YourName/Projects"]
}
}
}
```
## 🧪 Development
### Local Development
```bash
# Clone repository
git clone https://github.com/lutherscottgarcia/mcp-conductor.git
cd mcp-conductor
# Install dependencies
npm install
# Development server (with test mode)
npm run dev
# Build for production
npm run build
# Run tests
npm test
```
### Testing
```bash
# Unit tests
npm run test
# Integration tests
npm run test:integration
# Test coverage
npm run test:coverage
```
## 🤝 Contributing
We welcome contributions! Please see our [Contributing Guide](CONTRIBUTING.md) for details.
### Development Setup
1. Fork the repository
2. Create a feature branch: `git checkout -b feature/amazing-feature`
3. Make your changes
4. Add tests for new functionality
5. Run the test suite: `npm test`
6. Commit your changes: `git commit -m 'Add amazing feature'`
7. Push to the branch: `git push origin feature/amazing-feature`
8. Open a Pull Request
## 📋 Roadmap
### Phase 1: Core Efficiency (✅ Complete)
- [x] Project Intelligence Cache system
- [x] 5-MCP orchestration
- [x] Session Rules Engine
- [x] Magic incantation patterns
### Phase 2: Enhanced Integration (🚧 In Progress)
- [ ] Advanced Git integration
- [ ] Real-time collaboration features
- [ ] Enhanced analytics and insights
- [ ] Performance optimization
### Phase 3: Enterprise Features (📋 Planned)
- [ ] Team management and permissions
- [ ] Enterprise SSO integration
- [ ] Advanced monitoring and alerting
- [ ] Multi-project orchestration
## 🌍 Community & Support
### Join the Revolution
MCP Conductor is more than a tool - it's proof that AI can genuinely amplify human potential. **Join a community of developers, creators, and innovators** who believe in building technology that serves humanity.
💫 **[Support the Mission](https://patreon.com/LutherGarcia)** - Help fund breakthrough AI products that enhance human creativity
🎭 **[GitHub Discussions](https://github.com/lutherscottgarcia/mcp-conductor/discussions)** - Share ideas and connect with fellow revolutionaries
🐛 **[GitHub Issues](https://github.com/lutherscottgarcia/mcp-conductor/issues)** - Report bugs and request features
💬 **Discord Community** - Real-time collaboration *(coming soon)*
*When you support this work, you're investing in a future where AI truly amplifies human potential rather than replacing it.*
### Documentation & Help
- **[FAQ](docs/faq.md)** - Common questions and solutions
- **[Troubleshooting](docs/troubleshooting.md)** - Fix common issues
- **[Best Practices](docs/best-practices.md)** - Optimal usage patterns
## 📄 License
This project is licensed under the MIT License - see the [LICENSE](LICENSE) file for details.
## 🙏 Acknowledgments
### Mission Supporters
This revolution is powered by a community that believes AI should enhance human potential:
- **[Patreon Supporters](https://patreon.com/LutherGarcia)** - Co-revolutionaries funding breakthrough AI products that serve humanity
- **Early Adopters** - Brave developers who validated the efficiency revolution
- **Contributors** - Open source heroes making the codebase better
- **Community Members** - Innovators sharing ideas and pushing boundaries
### Technology Foundation
- **Anthropic** for Claude and the revolutionary MCP protocol
- **The MCP Community** for building the foundational tools we orchestrate
- **Open Source Ecosystem** for the incredible developer tools that make this possible
*Every supporter, contributor, and community member is helping prove that technology can genuinely enhance human creativity and potential. Thank you for believing in the mission.*
## 🌟 Star History
[](https://star-history.com/#lutherscottgarcia/mcp-conductor&Date)
---
**Transform your AI development workflow today. Join the efficiency revolution.** 🚀
🎭 **[Try MCP Conductor](https://github.com/lutherscottgarcia/mcp-conductor)** | 💫 **[Support the Mission](https://patreon.com/LutherGarcia)** | ✨ **[Magic Incantations](docs/magic-incantations.md)**
**Status**: ✅ Production Ready | **Impact**: 99.3% Time Savings | **Adoption**: Revolutionary
