AI-powered annotations for localhost development. Create visual feedback on your apps and let AI coding agents automatically implement fixes via MCP integration.

Drop-in visual feedback widget for websites. Pin comments directly on page elements — Shadow DOM isolated, framework-agnostic.

Give your AI coding agent eyes and ears. Screen + voice capture → structured Markdown. MCP server, CLI, and macOS app.

A shared visual canvas for Claude Code — draw, diagram, and get visual feedback through CLI commands and an interactive browser UI.

Visual feedback loop for Spec-Driven Development: SVG wireframe generation, review, and sign-off that become spec constraints honored by /plan, /tasks, and /implement.

Visual terminal feedback for AI coding sessions — background colors, tab titles, animated faces, and session identity icons for Claude Code, Gemini CLI, OpenCode, and Codex CLI

A powerful, intuitive web application for reviewing static HTML mockups and live websites with visual feedback capabilities.

A visual feedback and annotation tool for Statamic. Pin feedback to page elements, capture screenshots, leave comments with @mentions, and track everything from the Control Panel. Works on both the frontend and in the CP.

MCP server that gives AI coding assistants eyes to see visual output from local development environments

Draw on your live website. Freehand feedback for AI agents.

Drop-in visual feedback widget for any web app. Click anywhere. Comment. Ship the fix.

Enable visual feedback on any site with Agentation

😊 Classification Using Smile Tracker — 🤖 Detect and classify smiles using machine learning & computer vision 🧠 to analyze facial expressions and emotion patterns in real time 🎯.

Local-first review canvas for turning visual feedback into AI-readable fix JSON.

Vue.js plugin wrapper for Ybug's Feedback Widget

Self-improving agent refining HTML design via visual feedback.

An EMG-controlled interface for BCI calibration with a gamification mode powered via Brainflow

Visual web annotation overlay → markdown for AI coding agents (Claude Code, Cursor). CDP-injected, no extension, no MCP.

API and integration profile for Userback.

Text to Emotion, Emotion to Color: We transform your words into stories painted with beautiful colors.