This is an MCP server implementing the Model Context Protocol to provide a human-in-the-loop workflow for AI-assisted development. It integrates with AI coding tools like Cursor, Cline, and Windsurf, allowing AI assistants to run commands, display output, and request user feedback before completing tasks. The server reduces unnecessary tool calls by consolidating multiple speculative invocations into a single feedback-aware request.