PromptPilot is an AI-powered MCP service implemented as a web application to help users generate and refine prompts for various generative AI models. It offers two core capabilities: a quick prompt generation feature and a guided, conversational prompt enhancement experience. The Quick Prompt Generation accepts a simple keyword or short phrase and uses AI to produce one or more basic, ready-to-use prompts, providing users with fast starting points. The Guided Q&A Prompt Enhancement provides an interactive chat-like interface that asks a sequence of targeted questions to clarify requirements and refine intent, culminating in a comprehensive, high-quality prompt tailored to the user’s needs. The system is designed to help users craft more relevant prompts, thereby improving downstream AI outputs. The README mentions multiple ways to run the service (local, Docker) and how to access the application, typically via a localhost address. Overall, PromptPilot aims to empower prompt creators of varying expertise to quickly generate effective prompts and iteratively improve them through guided interaction.