Claude Code Prompt Engineer

Advanced prompt engineering MCP server for Claude Code that automatically detects and optimizes natural language requests into structured, task-specific prompts with interactive refinement capabilities. Built by Clark Everson, the implementation uses pattern matching to detect programming languages and task types (debug, test, refactor, explain, architecture), then generates optimized prompts with Claude Code-specific instructions and tool usage recommendations without requiring external API dependencies. Features interactive Q&A sessions for ambiguous requests, automatic language detection across 10+ programming languages, and built-in intelligence that works entirely with Claude Code's native capabilities, making it valuable for developers who want to maximize the effectiveness of their Claude Code interactions through better prompt structure and context.