Agentation is a visual feedback tool that transforms UI annotations into structured data for AI coding agents, enabling precise communication of design or bug fixes. By clicking on elements and adding notes, users generate markdown output with selectors and positions that AI tools like Claude Code can act upon. This streamlines the development process by reducing ambiguity when collaborating with AI assistants.
Agentation
The visual feedback tool for AI agents
Agentation Introduction
Key Features
- Automatic selector and position capture for accurate element targeting
- Multi-format annotations including click, text, and area selection
- Structured output in markdown for seamless AI agent integration
- API access for custom workflows and real-time event subscriptions
- Zero dependencies and cross-browser compatibility for desktop use
Use Cases
- Developers providing visual feedback to AI coding agents for frontend code modifications
- Teams using AI tools to automate bug reporting and streamline UI/UX collaboration
- AI-assisted development workflows where precise element identification is required for testing or updates
- Educators or trainers demonstrating UI changes to AI systems in coding tutorials
Why Startups Use It
Startups benefit from Agentation by accelerating development cycles with AI assistance, reducing communication overhead in small teams. It enables rapid iteration on UI changes and bug fixes through precise feedback to AI agents, fostering efficiency and faster product launches with limited resources.
Alternative Options
Figma, InVision, Marker.io, Claude API tools
Frequently Asked Questions
Is Agentation compatible with mobile browsers?
No, Agentation is currently desktop-only and not supported on mobile browsers.
How does Agentation help AI agents understand UI feedback?
It captures structured data such as CSS selectors and element positions, which AI tools can use to locate and modify code accurately.
What AI tools does Agentation support?
Agentation outputs data compatible with Claude Code, Codex, or any AI tool via its structured markdown format and API integrations.
Is there an API for custom integrations with Agentation?
Yes, Agentation provides a REST API and callbacks for programmatic access, allowing custom workflows and AI tool integrations.
What are the system requirements for using Agentation?
It requires React 18+ and is designed for desktop browsers, with no mobile support at this time.
Alternative Tools
More About Agentation
PricingPaid
Category DescriptionTools to boost personal and team productivity, covering task management, collaboration, notes, automation, and workflow optimization.
Listed DateJul 06, 2026
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