md-feedback

md-feedback is an MCP (Model Context Protocol) server and VS Code extension that enables structured, review-driven development workflows between humans and AI agents. It allows users to annotate markdown implementation plans with Fix, Question, and Highlight commands, enabling AI agents to read and act on the structured feedback, apply fixes, update status, and manage session handoffs—all through the MCP server. It integrates seamlessly into tools and agents like Claude, Cursor, Copilot, and more, supporting collaborative, error-minimizing handovers and progress tracking for AI-powered code and document review workflows. This tool is ideal for developers, teams, and AI agent builders who want to enforce quality gates and maintain continuity in AI-augmented coding or planning processes.