Building an MCP-Native Prompt Tool: Architecture Decisions

Building an MCP-Native Prompt Tool: Architecture Decisions The Problem When I set out to build the Prompt Optimizer, our primary goal was to address a critical pain point for developers and AI practitioners: the inconsistency and inefficiency of prompt engineering across various AI interfaces. The existing landscape often forced users to manually adapt prompts for different tools, leading to duplicated effort, reduced accuracy, and a steep learning curve. I observed that while powerful AI models