Agent with MCP Server and AI Agent

A sophisticated mathematical computation system with integrated PowerPoint visualization capabilities. The system leverages AI-driven natural language processing (via Gemini API) to perform complex mathematical operations. Built with two synergistic components, it offers a seamless workflow from computation to presentation.

Components

MCP Server (mcp-server.py)

• Provides various mathematical functions including:
  • Basic arithmetic operations (add, subtract, multiply, divide)
  • List operations (summing lists)
  • Advanced math functions (power, square root, cube root, factorial, logarithm)
  • Trigonometric functions (sin, cos, tan)
• PowerPoint automation capabilities:
  • Create and manage presentations
  • Professional slide formatting
  • Automated presentation handling using python-pptx

AI Agent (agent.py)

• Provides intelligent natural language interface via Gemini API
• Performs step-by-step mathematical reasoning and problem-solving
• Executes complex mathematical computations with detailed explanations
• Maintains conversation state and iteration tracking
• Handles API timeouts and errors gracefully

Setup and Usage

1. Ensure Python is installed on your system
2. Run the server:

   python mcp-server.py dev
   

3. Run the AI agent:

   python agent.py
   

Example Operations

• Complex Mathematical Problem Solving
  • Step-by-step reasoning and computation
  • Advanced mathematical functions and operations
  • Detailed explanation of solution process
• Automated Visualization
  • PowerPoint generation of mathematical results
  • Visual representation of computational steps
  • Professional formatting and layout
• Interactive Mathematical Processing
  • Natural language query interpretation
  • Real-time computation and visualization
  • Dynamic result presentation

Requirements

• Python 3.x
• PowerPoint installation (for presentation features)
• Required Python packages (mcp, pywinauto, python-pptx)