Storybook: AI MCP

Storybook for AI | Storybook

Now AI can ship production UI

Storybook gives agents structured UI context and test feedback. Components, props, stories, and docs define what agents can build. Tests return failures so agents can self-correct.

Go to docsRequires v10.3+ and React, more frameworks soon

Works with MCP tools

Generate UI from your components

Teams only merge when code conforms to their codebase. Force agents to reuse existing components instead of inventing new ones or hallucinating. This speeds up review and avoids pattern drift.

Your Components

Agent Output

Make agents show their work

Agents use Storybook to write and update stories that cover component states and edge cases. Those stories make changes explicit and easier to review.

Match existing UI patterns

Agents should reuse existing components instead of inventing new ones. Storybook exposes production components and their APIs so agents assemble UI from what already exists.

Auto-update context with changes

As components and stories change, UI context updates with them. Agents always work against the current, validated state of the UI.

Enforce UI quality

Storybook Test provides fast feedback on agent-generated changes. Tests run in a real browser against real stories. Failures are sent back to the agent so it can fix issues before review.

Illustration of Storybook Test feedback loop: Agents generate code, Storybook runs tests to validate the code and results are sent back to agents to iterate until tests pass.

Fast testing unblocks agents

Test results run in the background with real browsers while agents code. Results stream into context providing continuous, real-time feedback.

Catch interaction & a11y issues

Every change is tested for interaction and accessibility issues. Failures are tied to specific stories and assertions so agents know what to fix.

Iterate until tests pass

Test output is fed back to agents automatically. Agents iterate until failures are resolved. Developers step in only after tests pass.

Share UI context across teams

Agents run across environments, repositories, and CI. Without published UI context, they drift and make decisions against different rules. Publishing Storybook ensures agents operate against the same reviewed context everywhere. Humans still decide what enters context.

Publish a single canonical UI context

Publish your Storybook using Chromatic so agents, tools, and CI reference the same UI context. AI never operates against stale or invalid context.

Control updates to UI context

Changes to UI context are explicit and human reviewable. Chromatic tracks updates, enforces permissions, and preserves history so agents operate against approved context.

Get agents to build with your components

Go to docs