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benjitaylor/agentation has 5,339 GitHub stars and 429 forks. GitHot measured +32 stars in 24 hours. Last checked 2026-11-08 12:53 UTC. Last push 2026-09-22.

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The visual feedback tool for agents.

What you can do

  • Click to annotate – Click any element with automatic selector identification
  • Text selection – Select text to annotate specific content
  • Multi-select – Hold Cmd/Ctrl to select elements individually, or drag to select multiple at once
  • Area selection – Drag to annotate any region, even empty space

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README.md

Original
Agentation

npm version downloads

Agentation is an agent-agnostic visual feedback tool. Click elements on your page, add notes, and copy structured output that helps AI coding agents find the exact code you're referring to.

Install

npm install agentation -D

Usage

import { Agentation } from 'agentation';

function App() {
  return (
    <>
      <YourApp />
      <Agentation />
    </>
  );
}

The toolbar appears in the bottom-right corner. Click to activate, then click any element to annotate it.

Connect to your agent

Copied feedback works with Claude Code, Codex, Gemini, Grok, or any AI tool. For direct sync, register npx -y agentation-mcp server with your MCP client and connect the toolbar to its HTTP endpoint:

<Agentation endpoint="http://localhost:4747" />

Keep the agent running, add a test annotation, and ask it to read the feedback. See the setup guide.

Features

  • Click to annotate – Click any element with automatic selector identification
  • Text selection – Select text to annotate specific content
  • Multi-select – Hold Cmd/Ctrl to select elements individually, or drag to select multiple at once
  • Area selection – Drag to annotate any region, even empty space
  • Animation pause – Pause supported CSS animations, Web Animations, and videos to capture specific states
  • Structured output – Copy markdown with selectors, positions, and context
  • Embedded pages – Select elements in open shadow roots and same-origin iframes
  • Integration options – Capture identifying attributes, choose metadata-only Copy formats, and open detected source locations through your editor integration
  • Hash routes – Opt in to separate annotations and sessions for each hash route
  • Dark/light mode – Toggle in settings, persists to localStorage
  • Zero dependencies – No runtime libraries beyond the React peer dependencies

See the package README for props and integration examples.

How it works

Agentation captures class names, selectors, and element positions so AI agents can grep for the exact code you're referring to. Instead of describing "the blue button in the sidebar," you give the agent .sidebar > button.primary and your feedback.

Requirements

  • React 18+
  • Desktop browser (mobile not supported)

Docs

Full documentation at agentation.com

License

© 2026 Benji Taylor

Licensed under PolyForm Shield 1.0.0

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