Flask MCP Server with AWS Cost Optimizer

<img width="1915" height="940" alt="Screenshot 2025-10-13 020657" src="https://github.com/user-attachments/assets/6e6b80ef-4a2a-4fe3-9cb3-508669d350b5" />

Executive Summary

Enterprise Flask application suite featuring Model Context Protocol (MCP) server integration and a comprehensive AWS cost optimization platform. Designed for production environments with scalable architecture and business-grade reporting capabilities.

Dashboard Features: Professional web interface displaying real-time cost analysis with $147/month tracking and $45 potential savings identification. The dashboard includes interactive charts, cost breakdown visualizations, and AI-powered optimization recommendations with priority rankings.

Repository Structure

flask-mcp-server/
├── aws-cost-optimizer/          # Primary AWS cost optimization platform
│   ├── app.py                   # Flask web application
│   ├── templates/               # Web dashboard UI
│   ├── static/                  # CSS, JavaScript assets
│   ├── services/                # AWS integration services
│   ├── routes/                  # REST API endpoints  
│   └── mcp/                     # Claude Desktop integration
│
├── flask_app_mcp.py            # Original MCP server implementation
├── start_flask.py              # MCP server utilities
├── test_mcp_server.py          # Testing framework
└── requirements.txt            # Python dependencies

Primary Project: AWS Cost Optimizer

Business Impact

Cost Reduction Achieved: $45/month savings identified (30.6% reduction) Resources Monitored: 6 AWS resources across EC2, S3, EBS services
Account Integration: Live connection to AWS account 611377760416 Monthly Cost Tracking: $147.00 with real-time analysis

Enterprise Features

• Health Monitoring: Check app status and endpoints
• Route Discovery: Automatically find Flask routes
• AWS Integration: Connect to AWS services
• Claude AI Integration: Natural language Flask app control

📋 Available Tools

Tool	Description
start-flask-app	Start your Flask application
stop-flask-app	Stop the Flask application
check-flask-status	Check if Flask is running
list-flask-routes	Show all Flask routes
test-flask-endpoint	Test specific endpoints
get-flask-logs	View application logs
deploy-to-aws	Deploy to AWS
check-aws-resources	Check AWS resources

⚙️ Configuration

Edit the .env file:

FLASK_APP_PATH=/path/to/your/flask/app
AWS_REGION=us-west-2
FLASK_HOST=127.0.0.1
FLASK_PORT=5000

🔧 Claude Desktop Setup

Add to your Claude Desktop config:

{
  "mcpServers": {
    "flask-mcp-server": {
      "command": "python",
      "args": ["/full/path/to/flask_app_mcp.py"],
      "env": {
        "AWS_REGION": "us-west-2"
      }
    }
  }
}

📝 License

MIT License