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AI Integration

Starwind UI exposes public AI-readable surfaces for assistants, editors, and MCP clients. Use this page as the overview, then jump to Skills or MCP Server when you need setup instructions.

If you’re an AI assistant reading this documentation, use MCP for a targeted current lookup or validated command when it is available. Use Starwind Skills for project editing rules. Use a per-page .md URL for one docs page, llms.txt for compact discovery, ai-manifest.json for structured inventory and framework availability, and llms-full.txt for broad static context.

Choose a Surface

Need	Surface
Current targeted lookup or validated command	MCP Server
Project editing rules	Skills
One documentation page	Per-page Markdown
Compact discovery	`llms.txt`
Structured inventory and framework availability	`ai-manifest.json`
Broad static context	`llms-full.txt`

AI Reference Files

Starwind UI publishes static text references and a generated JSON manifest from this docs site.

`llms.txt`

llms.txt is a concise static overview for AI tools. It includes the core project description, important docs links, the installable styled component list, Starwind layers, framework guides, import patterns, and current AI-readable URL conventions.

https://starwind.dev/llms.txt

`llms-full.txt`

llms-full.txt is the full static reference. It includes styled component, Primitive, and Runtime APIs, framework availability, broader setup guidance, usage examples, theming notes, and CLI reference material.

https://starwind.dev/llms-full.txt

`ai-manifest.json`

ai-manifest.json is a generated JSON manifest for AI tools. It lists installable components, styled, Primitive, and Runtime mappings, framework availability, documented patterns, guides, Skills metadata, MCP metadata, and the current docs URL conventions.

https://starwind.dev/ai-manifest.json

Per-page Markdown Docs

Every published docs page is also available as Markdown. Simply append .md to the docs path.

For example:

https://starwind.dev/docs/components/button.md

HTML docs pages include a Markdown alternate link that points to the .md URL.

Skills

Starwind Skills are installed agent instructions for working with Starwind UI v3 and Starwind Pro. They teach compatible AI tools how to select a layer, follow Astro or React conventions, use the CLI, read current docs, compose forms and components, migrate projects, and update customized files safely.

See Skills for installation and usage details.

MCP Server

The Starwind UI MCP server is available as @starwind-ui/mcp. It prepares validated initialization commands for Astro and React projects, searches styled components, Primitives, and Pro blocks, generates install commands, fetches current docs, and checks legacy Astro migrations.

See MCP Server for client configuration, supported tools, and client links.

Feedback

If you encounter any issues or have suggestions for how we can make Starwind UI more usable with AI tools, please open an issue in the GitHub repository.