Context Control MCP

Git-powered context management for AI sessions

Context Control MCP reduces AI session context from 200k tokens to 3k tokens using intelligent Git integration, smart resume capabilities, and automated roadmap tracking.

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🎯 Problem Solved

Traditional AI sessions lose context when hitting token limits (~200k), requiring manual re-explanation of complex projects. Context Control MCP bridges sessions intelligently with automated context preservation.

⚡ Key Features

🔄 Smart Session Management

• smart_resume - Ultra-compact briefing for instant session recovery
• iniciar_sesion - Auto-loads project context from meta-context.md
• guardar_progreso - Logs session progress automatically

📊 Intelligent Dashboards

• metrics_dashboard - Complete project metrics + ROI tracking
• roadmap_status - Visual progress tracking across project phases
• Token optimization stats - 93% reduction achieved

🔧 Git Integration

• Smart git hooks - Auto-detect project phases from file patterns
• document_changes - Analyzes Git changes + suggests commit types
• Pattern recognition - [FASE-X], feat:, fix #XXX, todo: detection

🗺️ Interactive Roadmaps

• Auto-updating roadmaps based on commit patterns
• Phase detection from modified files (src/auth/* → Auth phase)
• Progress estimation with velocity tracking

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🚀 Quick Start

Installation

npm install @context-control/mcp

Basic Setup

# Initialize Context Control MCP
npm run ccmcp:hooks    # Install git hooks
npm run ccmcp:start    # Start MCP server

CLI Commands

npm run ccmcp:resume     # Smart resume briefing
npm run ccmcp:dashboard  # View metrics dashboard  
npm run ccmcp:status     # Check roadmap progress

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📋 Available Commands

Command	Description
iniciar_sesion	Load project context automatically
smart_resume	Generate ultra-compact session briefing
guardar_progreso	Log current session progress
document_changes	Analyze Git changes + suggest commits
metrics_dashboard	Complete project metrics + ROI
roadmap_status	Visual roadmap with phase progress
setup_hooks	Install Git hooks automatically
crear_commit	Generate descriptive Git commits
generar_reporte	Create project status reports

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🎯 Automatic Pattern Detection

File-Based Phase Detection

src/components/auth/*     → Authentication Phase
src/components/projects/* → CRUD Projects Phase  
src/components/voting/*   → Voting System Phase
tests/*                   → Testing Phase
docs/*                    → Documentation Phase
.claude/*                 → MCP System Phase

Commit Message Patterns

[FASE-X] message    → Updates phase X progress
feat: new feature   → Adds feature to completed  
fix #123 bug desc   → Marks issue #123 as resolved
todo: task desc     → Adds task to pending list

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📊 Token Optimization Results

Metric	Before	After	Improvement
Context Size	200k tokens	3k tokens	93% reduction
Session Recovery	Manual (~30 min)	Automated (~30 sec)	60x faster
ROI	N/A	Positive after 5 sessions	Measurable

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🛠️ Configuration

MCP Server Config (mcp-config.json)

{
  "mcpServers": {
    "context-control": {
      "command": "node",
      "args": ["./context-control-server.js"],
      "description": "Context Control MCP - Git-powered context management"
    }
  }
}

Project Structure

project/
├── .claude/
│   ├── meta-context.md      # Auto-updated project context
│   └── session-log.jsonl    # Session history + metrics
├── docs/
│   └── ROADMAP-INTERACTIVE.md # Auto-updating roadmap
├── context-control-server.js # MCP server
└── mcp-config.json          # Configuration

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📈 Metrics Dashboard Example

📊 METRICS DASHBOARD - Your Project
═══════════════════════════════════════

🎯 PROGRESO DEL PROYECTO
┌─────────────────────────────────────┐
│ ✅ Completado: 15 tareas           │
│ ⏳ Pendiente:  23 tareas           │
│ 📈 Progreso:   65% completado      │
│ ⏰ Estimación: 2 semanas restante  │
└─────────────────────────────────────┘

💰 ROI SISTEMA MCP
┌─────────────────────────────────────┐
│ 🔽 Tokens ahorrados: 168,000       │
│ 💵 Ahorro monetario: $3.36 USD     │
│ 📈 ROI: +45.2%                     │
│ ⚡ Eficiencia: 93% reducción        │
└─────────────────────────────────────┘

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🔧 Advanced Usage

Custom Phase Detection

Add your own patterns in context-control-server.js:

// Custom phase detection
if (staggedFiles.includes('src/api/')) {
  phaseDetected = "API Development Phase";
}

Integration with CI/CD

# .github/workflows/context-control.yml
- name: Update Context
  run: npm run ccmcp:dashboard

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🤝 Contributing

1. Fork the repository
2. Create feature branch (git checkout -b feature/amazing)
3. Commit with patterns (git commit -m "feat: amazing feature [FASE-X]")
4. Push to branch (git push origin feature/amazing)
5. Open Pull Request

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📜 License

MIT License - see LICENSE file for details.

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🌟 Why Context Control MCP?

• 🚀 Instant session recovery - No more re-explaining projects
• 📊 Data-driven insights - Track progress, velocity, and ROI
• 🔧 Git-native - Works with your existing workflow
• ⚡ Token efficient - 93% reduction in context size
• 🎯 Phase-aware - Automatically detects what you're working on

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