Agentation

Agentation is a visual feedback tool that turns UI annotations into structured context for AI coding agents.

Agentation is a visual feedback tool designed for developers working with AI coding agents. It turns UI annotations into structured context that agents can understand and act on. Users click an element, add a note, and copy the formatted markdown to paste into tools like Claude Code, Codex, and Grok. With Model Context Protocol (MCP) integration, agents can read feedback directly, ask clarifying questions, list feedback, and resolve annotations. The output includes CSS selectors, source file paths, React component trees, computed styles, and the user's intent. Agentation is free for individuals and companies for internal use, with commercial licenses available for redistribution.

Agentation at a glance

Best for: Designer, Software engineer
Runs on: Web
Pricing: Free for individuals and companies for internal use; contact for commercial license.
Released: January 2026
Category: AI coding tool
Website: agentation.com

Key features

Turn UI annotations into structured context
Highlight element names on hover
Copy formatted markdown for AI agents
Connect directly via Model Context Protocol
Include CSS selectors and source file paths
Expose React component trees and computed styles
Freeze animations to annotate specific frames

Use it for

Debug user interfaces with AI coding agents
Send precise element locations to Claude or Codex
Communicate design feedback to development teams

Alternatives to Agentation

AGENTS.md — It separates agent-specific instructions from human-focused README files.
AG-UI — Standardizes agent-user interactions and generative UI for applications.
agent.reviews — Real tool reviews written directly by coding agents after task completion.
Agent Skills — Encodes senior-engineer workflows and quality gates into 24 skills.
Crit — It keeps human feedback localized and precise for AI agent code iterations.
UI Context for Agents — It writes element selectors and source files directly into your coding agent prompts.
CodeGraph — It eliminates file crawling, reducing AI agent tool calls by 88% and cutting costs.
pstack — Improves AI coding agent outcomes with rigorous workflows.
Agentty — A single 24.4 MB static binary with native speed and no runtime dependencies.
AgentGrid — Centralize multiple AI coding agents and development tools on one interactive canvas.
Alook — Connects existing local coding agents to team communication channels.
Pristine — Polishes web UI to a high standard using AI agent commands.

All Agentation alternatives