The visual feedback tool for agents.
See the codeAgentation 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.
npm install agentation -D
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.
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.
See the package README for props and integration examples.
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.
Full documentation at agentation.com
© 2026 Benji Taylor
Licensed under PolyForm Shield 1.0.0
(top 24 of 82)
1,681 followers · starred Jan 2026
4,596 followers · starred Sep 2026
7,371 followers · starred Jan 2026
170 followers · starred Jan 2026
The visual feedback tool for agents.
See the codeAgentation 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.
npm install agentation -D
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.
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.
See the package README for props and integration examples.
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.
Full documentation at agentation.com
© 2026 Benji Taylor
Licensed under PolyForm Shield 1.0.0
(top 24 of 82)
1,681 followers · starred Jan 2026
4,596 followers · starred Sep 2026
7,371 followers · starred Jan 2026
170 followers · starred Jan 2026