🚀 AI Capability Extension Suite

What if AI agents could actually see, debug, and control your development environment?

We've built the most comprehensive suite of MCP servers that give AI agents superpowers they've never had before. This isn't just another tool collection—it's a paradigm shift that transforms AI assistants from code generators into intelligent development partners with runtime visibility, system control, and physical world access.

📝 Note: All packages have been split into individual Git submodules with their own repositories for better maintainability and independent versioning. Each package now has its own dedicated repository under the Digital-Defiance organization.

📦 Quick Index

🐛 MCP ACS Debugger

25+ debugging tools for AI agents | VS Code Extension | NPM | Docker

• ✅ VS Code Extension with GitHub Copilot integration
• ✅ 94.53% test coverage, 1,059 tests
• ✅ Performance profiling, hang detection, advanced breakpoints
• 🎯 Kiro Superpower in development - Enhanced AI debugging workflows

📸 MCP ACS Screenshot

Visual UI capture and analysis | VS Code Extension | NPM | Docker

• ✅ Full screen, window, and region capture
• ✅ PII masking with OCR integration
• ✅ 267 tests, cross-platform support
• 🎯 Kiro Superpower in development - AI-powered visual analysis

⚙️ MCP ACS Process

Enterprise-grade process management | VS Code Extension | NPM | Docker

• ✅ 12 process management tools
• ✅ 6 layers of security validation
• ✅ Resource monitoring and service management
• 🎯 Kiro Superpower in development - Intelligent process orchestration

🎯 Akira

Spec-driven development for GitHub Copilot | Repository

• ✅ EARS-compliant requirements engineering
• ✅ Property-based testing integration
• ✅ Structured Requirements → Design → Tasks → Execution workflow
• ✅ MCP-powered persistent context across chat sessions

🎯 Now Available on VS Code Marketplace

⚡ Install the VS Code Extension →

Our flagship MCP ACS Debugger is now available as a native VS Code extension, bringing professional-grade debugging capabilities directly to your editor with zero configuration required.

Why developers love it:

• ✅ One-click installation from VS Code Marketplace
• ✅ GitHub Copilot integration for AI-powered debugging
• ✅ 25+ debugging tools accessible to AI agents
• ✅ Zero configuration - works immediately after install
• ✅ Enterprise-grade quality with 94.53% test coverage
• ✅ 1,059 passing tests

View on VS Code Marketplace →

🤔 The Problem We're Solving

AI agents today are powerful but blind:

• ❌ Can't see what code actually does when it runs
• ❌ Can't capture your screen or record demonstrations
• ❌ Can't manage files beyond basic read/write
• ❌ Can't control processes or applications
• ❌ Can't interact with your actual development environment

Result: You're stuck doing manual work that AI should handle.

🎯 What We've Built: The Complete Solution

The AI Capability Extension Suite provides 5 comprehensive MCP servers that give AI agents professional-grade capabilities, plus Akira:

🐛 1. MCP ACS Debugger

The most comprehensive debugging interface for AI agents - our flagship product

Repositories: Core | Server | VS Code Extension

✨ Now available as a VS Code extension! Install from Marketplace →

The Problem: AI agents were blind to runtime behavior. They could read your code and suggest fixes, but couldn't see what was actually happening when your code ran. Debugging remained a frustratingly manual process.

The Solution: AI agents can now debug like senior developers—setting breakpoints, inspecting variables, profiling performance, and detecting infinite loops in real-time. Available as both a standalone MCP server and a native VS Code extension with GitHub Copilot integration.

🎨 VS Code Extension Features

Zero-Configuration Setup:

• Install from VS Code Marketplace with one click
• Automatic MCP server integration
• No manual configuration required
• VS Code extension works with any language via Debug Adapter Protocol
• Standalone MCP server works with Node.js/JavaScript via Chrome DevTools Protocol

GitHub Copilot Integration:

• AI-powered debugging assistance in your editor
• Copilot can access debugging context and tools
• Natural language debugging commands
• Intelligent breakpoint suggestions

Native IDE Integration:

• Language Server Protocol (LSP) for code intelligence
• Debug Adapter Protocol (DAP) for seamless debugging
• Hover providers for variable inspection
• Code lens for breakpoint management
• Integrated debugging UI

Professional Debugging Workflow:

• Set breakpoints with right-click context menu
• Step through code with keyboard shortcuts
• Inspect variables in hover tooltips
• View call stack in debug panel
• Profile performance without leaving editor

Language Support:

• VS Code Extension: Multi-language support via Debug Adapter Protocol
  • JavaScript/TypeScript, Python, Java, C/C++, Go, Rust, PHP, Ruby, and more
  • Test Frameworks: Jest, Mocha, Vitest, pytest, JUnit, go test, cargo test
  • Frameworks: React, Vue, Angular, Django, Spring Boot, and more
• Standalone MCP Server: Node.js/JavaScript only via Chrome DevTools Protocol
  • Full TypeScript support with source maps
  • Test Frameworks: Jest, Mocha, Vitest
  • Frameworks: Express, Nest.js, React (Node.js SSR), and more

🔥 Why This Changes Everything

For Developers:

• "Debug this for me" becomes reality—AI investigates and fixes runtime issues
• Instant performance insights—AI identifies bottlenecks and memory leaks automatically
• Intelligent test debugging—AI debugs failing tests and suggests precise fixes
• Proactive hang detection—Never lose time to infinite loops again

For AI Agents:

• Runtime visibility—See what's actually happening when code executes
• Interactive debugging—Set breakpoints, step through code, inspect state
• Performance analysis—Profile CPU, memory, and execution timelines
• Intelligent problem solving—Combine static analysis with runtime behavior

🛠️ 25+ Professional Debugging Tools

Core Debugging (17 tools):

• 🚀 Session management (start, stop with clean shutdown)
• 🎯 Breakpoint operations (set, remove, toggle, list with conditional logic)
• ▶️ Execution control (continue, step over/into/out, pause)
• 🔍 Variable inspection (evaluate expressions, inspect objects, watch variables)
• 🗺️ Call stack navigation (get stack, switch frames)
• ⚠️ Hang detection (intelligent infinite loop identification)

Advanced Breakpoints (4 tools):

• 📝 Logpoints - Non-breaking observation with variable interpolation
• 🚨 Exception breakpoints - Break on caught/uncaught exceptions with filtering
• 🎯 Function breakpoints - Break on function entry with regex matching
• 🔢 Hit count conditions - Break after N hits or every Nth hit

Performance Profiling (4 tools):

• 🔥 CPU profiling - Real-time performance analysis with flame graphs
• 🧠 Memory profiling - Heap snapshots and leak detection
• 📉 Performance metrics - Timeline analysis and regression detection
• 📊 Resource monitoring - Track CPU, memory, and execution patterns

🏆 What Makes This Different

Comparison with Other Solutions: