How Not to Write an MCP Server

Creating an MCP server for an observability application presents a unique set of challenges, as I recently discovered. Tasked with enabling an AI agent to access dynamic code, the project required meticulous planning and execution. At first glance, the concept seemed straightforward, but the complexities of integrating such a system soon became apparent. From managing data streams to ensuring robust security protocols, each step demanded careful consideration. The initial stages involved designing a flexible architecture capable of handling real-time data without compromising performance. This meant choosing the right frameworks and tools that could seamlessly interact with the AI component. Despite the abundance of resources available, selecting the most efficient solutions proved daunting. Missteps in this phase often led to cascading issues, highlighting the importance of thorough testing and iterative development to ensure the server could meet the application's demands. Moreover, attention to user experience was paramount. Overlooking this aspect could result in a system that's difficult to navigate or prone to errors. By prioritizing clear documentation and intuitive interfaces, the server became more accessible for developers and users alike. Ultimately, while the journey to create an MCP server was fraught with trials, it underscored the need for a balanced approach, blending technical prowess with user-centric design principles.

— Authored by Next24 Live