MCP 服务器

flask-mcp-server

MCP server to control a Flask application and optimize AWS costs, providing tools for app management, AWS resource checking, and cost analysis via Claude.

README

Flask MCP Server with AWS Cost Optimizer

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"
      }
    }
  }
}