Interactive feedback layer that lets users pin comments on live web apps with auto-captured context (failing requests, console, AI metadata), and coding agents fix issues via MCP, turning pins green upon verification.
Open-source human-in-the-loop design review tool that enables AI agents to upload UI screenshots for human feedback, with MCP tools for creating reviews, pinning notes, and getting structured feedback.
MCP server for collecting and resolving website feedback via AI; reviewers click elements and type requests, then AI agents pull fix prompts and resolve notes automatically.
Enables visual annotation on web pages for Claude Code, allowing element selection, comment addition, screenshot capture, and structured UI feedback for code fixes via an MCP server.