AI Development

What Is Storybook? The UI/UX Catalog for Your Website

What Storybook is, why you should use it when building websites and applications with AI agents, how to install it, and what you can do with it.

Avi Levi
Avi Levi
Storybook, a UI component catalog for building websites with AI agents

One Place to View, Manage, and Maintain Interface Consistency

Storybook gives you and the AI agent you work with — such as Claude Code or Codex — a central location for all the interface components, or UI components, of the website or application you are building. This includes the structure and styling of buttons, forms, cards, menus, and every other element the user sees or interacts with.

Instead of the agent rebuilding those components from scratch each time, it can open the existing examples in Storybook, understand how they look and behave, and use them when constructing a new screen. That way it is not relying solely on memory or a vague description in the chat.

Here's something that will sound familiar

You're building an app with AI but the UI is inconsistent

"I have 15 buttons and none of them look the same"

On every new screen the AI invents a different variation, because it has no single place to see what has already been defined.

"I changed a color on one page and three pages broke"

Without a consolidated view of components, a small change only surfaces after it has spread to multiple other places.

"I can't explain exactly what design I want"

"Like on the homepage" does not specify a component, state, spacing, or behavior — and for the same reason it gives the AI no reliable source to work from.

"I spend more time fixing design than building features"

Instead of moving forward, work keeps cycling back to small corrections in color, font, spacing, and behavior.

We build remarkable things with tools like Claude Code, Codex, or other AI agents. But the moment we start making changes or improvements to the interface, everything begins to fall apart. A button on the homepage may have one variation while other pages have different ones, so changing one does not automatically update the rest. We find ourselves explaining the same things to the agent over and over, wasting time and tokens, and along the way losing design decisions we already made.

What Is Storybook?

Think of Storybook as a catalog of your interface parts: buttons, forms, cards, menus, and even full pages. All interface parts are gathered in one place, organized and ready for review. Instead of hunting down a component inside the relevant application screen every time you want to change it, you open it in its own window and see it in its various states: default, disabled, loading, error, or any other state defined for that component. Hover and click states can be added whenever interaction testing is needed.

For example, rather than navigating to a settings screen to find the “Save” button, you can open it directly and see what happens when it is active, when it cannot be clicked, or when its label is long. That sounds minor, but it is precisely where the difference between a consistent design and user experience and one that looks different on every screen becomes visible.

localhost:6006
Primary Button
ControlsActionsInteractionsAccessibility
Primary ButtonOutline ButtonDisabled

Why This Matters Especially When Building with AI

Storybook Is the Wardrobe That Holds All Your UI Parts

This catalog gives every interface component a permanent address, examples, and documentation. It becomes the single source of truth for the entire interface and design system: the components, colors, spacing, and behaviors you have already decided on. When the AI agent needs to build or fix a component, it first checks whether one already exists. If not, it builds a new one according to the decisions you have made about its appearance and behavior. That way no new design needs to be invented each time.

01

Visual Catalog

Every component and its states available in seconds, without navigating through the application.

02

Source of Truth for AI

The agent receives documentation and component examples instead of guessing from a vague description.

03

Design Consistency

Differences in color, spacing, or behavior stand out when components are placed side by side.

04

Edge Cases Before Production

Loading, error, long content, and empty states are identified before the component lands in a busy screen.

05

Sharing and Professional Discussion

You can point to a precise example in conversations with development, design, or product teams.

06

Open Source and Free

Storybook is an open-source project; you can start locally inside an existing project.

The Prompt That Starts Everything

Prompt for installation and creating your first stories
I'm building an app in [React/Next.js/Vue]. Add Storybook to the project.
  1. Install and configure Storybook
  2. Scan all existing components and show me a list of them
  3. Start with three components that repeat throughout the product and create a default story and one relevant edge-case story for each
  4. Add states like disabled, loading, error, or empty only where they are meaningful for the component. If hover or click behavior needs testing, define that interaction as well
  5. Run Storybook and show me that everything is working

From now on, every time you build new UI, check the existing Storybook catalog before proposing a new design.

Installation command:

npm
npm create storybook@latest

The command detects the framework used in your project, adds dependencies, scripts, and configuration files, and generates example stories. You then start Storybook with:

npm
npm run storybook

The exact address printed by the tool is the one that applies. In most installations it is available locally on port 6006.

The workflow is straightforward: build once, define it in Storybook, and from that point everything the AI builds starts from your product's design language.

01Build a UI piece with ClaudeCreate or improve a component in the product.
02Save it in StorybookAdd examples and states to the shared catalog.
03Build consistent UIThe agent starts from what has already been defined.
"Add Storybook and start with three repeating components"A single prompt that installs, scans the project, and begins building a useful catalog that can be expanded later.
"Build a settings page and look at Storybook for the style"Instead of inventing a new design, the agent uses the buttons, colors, and forms you have already defined.
"Something broke on this page — check it in Storybook"Inspect the component directly, without retracing the entire flow inside the application.
"Add the new button to Storybook as well"Every new component enters the catalog, so the next session starts from the updated example.

Why Isolate UI Components from the Application?

In a typical application, testing a component requires navigating to a specific screen, logging in, creating data, and reproducing a state. That makes it very difficult to test a single component in isolation or to document its behavior.

Storybook gives interface components a space that is separate from the application. Instead of navigating to a specific screen and generating data just to see a button or a form, you open the component on its own with a predefined state. For example, you can open a form without a logged-in user, display an error message without triggering a real network error, or test a card with an unusually long customer name. This catalog helps developers, designers, and anyone joining the project who needs to understand what already exists.

How a Story Works in Practice

A story is a saved scenario for a single component. It tells Storybook: render this button in its default state, now render it disabled, now test it with a long label. You are not building three different buttons. You are testing the same button with different data, to see in advance how it will look and behave in the states users actually encounter.

Live Demo

Same component. Different data. Different result.

Storybook does not rewrite the Button component each time. It opens the same component with different data so we can view and test each state independently.

What the user sees

This is the default state of the same button.

What changes in the code
const meta = {
component: Button,
args: { children: 'Save' },
};

export const Default: Story = {};
componentThe component being rendered. Here: Button.
argsThe data the component receives in this state.
childrenThe label text displayed inside the button.
disabledAn instruction to render a button that cannot be clicked.

Most UI component problems are not visible in the default state — they appear in edge cases such as text that is too long, an empty result, an action that is still in progress, an error, or a user without the required permissions. Storybook lets you define those states in advance and view them without retracing an entire flow inside the application.

What It Looks Like

Inside Storybook

Here is an example from the LearnWithAvi project, a learning platform built with AI. The screenshots show Storybook managing the pages, components, and design system of the project.

Full-page design system viewThe navigation panel shows the design system, pages, and components, with the live page rendered in the center.
Design Tokens — the design languageColors, effects, and rules are documented in a place the AI can consult before it builds anything.
LearnWithAvi's Storybook showing a full-page view with a component navigation panelLearnWithAvi's Storybook showing Design Tokens for colors and typography

How Do You Connect an AI Agent to Storybook?

You can connect Claude, Codex, or any agent that supports MCP directly to Storybook. MCP is simply a connection that lets the agent open the component catalog and its documentation during a work session, instead of relying on a general description in the chat.

Once the connection is configured and Storybook is running, the agent can see which components and states already exist, create stories, and run tests. In practice, before any UI change, you ask it to check Storybook first and only then propose code. That keeps the design system available to it in the next prompt as well.

In Summary

How to Start Working with Storybook

This order keeps the start small, useful, and connected to what already exists in the product.

  1. Install inside an existing projectRun Storybook from within the project where your components already live.
  2. Choose three repeating componentsStart with something like a button, a text field, and an empty state — do not try to catalog everything on day one.
  3. Define real statesFor each component, add a default state and at least one edge case — such as loading, error, long label, or disabled.
  4. Test according to riskStart with render testing, then add interaction, accessibility, or visual testing where it is genuinely needed.
  5. Connect an agent only once the catalog is usefulIf needed, connect AI via MCP and instruct it to review the stories before making any UI changes.

Storybook does not solve consistency problems on its own. It gives the team a reliable way to view a component, define its states, and test it before it is embedded in a full screen.

Resources and Further Reading

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