Fixing the MCP Failure Rate: Professional Kubernetes Deployment Strategies

As the Model Context Protocol ecosystem matures, the high failure rate of remote endpoints reveals a critical need for production-standard deployment practices. Transitioning from serverless 'toy' projects to robust Kubernetes environments is essential for maintaining AI service uptime and handling credential rotations effectively.