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✨ Features: - 50+ development tools across 13 specialized categories - ⚡ Sneller Analytics: High-performance vectorized SQL (TB/s throughput) - 🎬 Asciinema Integration: Terminal recording and sharing - 🧠 AI-Powered Recommendations: Intelligent tool suggestions - 🔀 Advanced Git Integration: Smart operations with AI suggestions - 📁 Enhanced File Operations: Monitoring, bulk ops, backups - 🔍 Semantic Code Search: AST-based intelligent analysis - 🏗️ Development Workflow: Testing, linting, formatting - 🌐 Network & API Tools: HTTP client, mock servers - 📦 Archive & Compression: Multi-format operations - 🔬 Process Tracing: System call monitoring - 🌍 Environment Management: Virtual envs, dependencies 🎯 Ready for production with comprehensive documentation and MCP Inspector support!
147 lines
4.9 KiB
Python
147 lines
4.9 KiB
Python
#!/usr/bin/env python3
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"""
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Demo script showing the Enhanced MCP Tools modular structure in action
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This demonstrates how to use individual modules and the composed server.
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"""
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import asyncio
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import sys
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from pathlib import Path
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# Add the project root to the Python path
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project_root = Path(__file__).parent
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sys.path.insert(0, str(project_root))
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async def demo_individual_modules():
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"""Demonstrate using individual modules"""
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print("🔧 Testing Individual Modules")
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print("=" * 50)
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# Test Intelligent Completion
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from enhanced_mcp.intelligent_completion import IntelligentCompletion
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completion = IntelligentCompletion()
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print(f"✅ Intelligent Completion: {len(completion.tool_categories)} categories")
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# Test a recommendation
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task = "I want to search for Python functions in my git repository"
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result = await completion.recommend_tools(task, max_recommendations=3)
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if "recommendations" in result:
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print(f"🧠 Recommendations for: '{task}'")
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for rec in result["recommendations"][:2]: # Show first 2
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print(f" - {rec['tool_name']}: {rec['primary_reason']}")
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# Test Asciinema Integration
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from enhanced_mcp.asciinema_integration import AsciinemaIntegration
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asciinema = AsciinemaIntegration()
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print(f"✅ Asciinema Integration: {len(asciinema.config)} config options")
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# Test File Operations
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from enhanced_mcp.file_operations import EnhancedFileOperations
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file_ops = EnhancedFileOperations()
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print("✅ File Operations: Ready for file monitoring and backup")
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print()
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async def demo_composed_server():
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"""Demonstrate using the composed server"""
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print("🚀 Testing Composed Server")
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print("=" * 50)
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from enhanced_mcp import MCPToolServer
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# Create the composed server
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server = MCPToolServer("Demo Server")
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print(f"✅ Server created with {len(server.tools)} tool modules:")
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for name, tool in server.tools.items():
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print(f" - {name}: {tool.__class__.__name__}")
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# Test accessing tools through the server
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print(f"\n🧠 AI Completion categories: {len(server.completion.tool_categories)}")
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print(f"🎬 Asciinema config keys: {list(server.asciinema.config.keys())}")
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print(f"📁 File ops watchers: {len(server.file_ops._watchers)}")
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# Test a tool recommendation through the server
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task = "backup important files and record the process"
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result = await server.completion.recommend_tools(task, max_recommendations=2)
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if "recommendations" in result:
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print(f"\n💡 Server recommendation for: '{task}'")
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for rec in result["recommendations"]:
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print(f" - {rec['tool_name']}: {rec['primary_reason']}")
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print()
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async def demo_workflow():
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"""Demonstrate a complete workflow using multiple modules"""
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print("🔄 Testing Complete Workflow")
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print("=" * 50)
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from enhanced_mcp import MCPToolServer
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server = MCPToolServer("Workflow Demo")
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# Step 1: Get recommendations for a complex task
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goal = "analyze my Python project structure and create a backup"
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print(f"📋 Goal: {goal}")
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# Get tool recommendations
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recommendations = await server.completion.recommend_tools(
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goal, working_directory=str(project_root), max_recommendations=3
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)
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if "recommendations" in recommendations:
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print("🎯 Recommended workflow:")
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for i, rec in enumerate(recommendations["recommendations"], 1):
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print(f" {i}. {rec['tool_name']}: {rec['primary_reason']}")
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# Step 2: Get a complete workflow
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workflow = await server.completion.suggest_workflow(goal, automation_level="semi-automated")
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if "workflow_steps" in workflow:
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print(f"\n📝 Generated {workflow['total_steps']}-step workflow:")
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for step in workflow["workflow_steps"][:3]: # Show first 3 steps
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print(f" Step {step['step_number']}: {step['step_description']}")
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print(f" Tools: {', '.join(step['recommended_tools'])}")
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print(f"\n⏱️ Estimated time: {workflow.get('estimated_total_time', 'Unknown')}")
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print()
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async def main():
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"""Run all demonstrations"""
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print("🎭 Enhanced MCP Tools - Modular Architecture Demo")
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print("=" * 60)
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print()
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try:
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await demo_individual_modules()
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await demo_composed_server()
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await demo_workflow()
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print("🎉 All demonstrations completed successfully!")
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print("\n📦 The modular architecture is working perfectly!")
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print(" - Individual modules can be used independently")
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print(" - Composed server provides unified access")
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print(" - Complex workflows can be generated intelligently")
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print(" - All functionality is preserved from the original")
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except Exception as e:
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print(f"❌ Demo failed: {e}")
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import traceback
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traceback.print_exc()
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if __name__ == "__main__":
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asyncio.run(main())
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