> ## Documentation Index
> Fetch the complete documentation index at: https://tbd-6fc993ce-hypeship-docs-website-deploy-hook.mintlify.site/llms.txt
> Use this file to discover all available pages before exploring further.

# Overview

> Integrate Kernel with Vercel for seamless browser automation in your web applications

## Vercel + Kernel

Kernel and Vercel have partnered to provide seamless browser automation capabilities for your Vercel applications. Our integration offers two powerful ways to add browser automation to your projects:

### AI SDK Tool for Browser Automation

The `@onkernel/ai-sdk` package provides a Vercel AI SDK-compatible tool that enables AI agents to execute Playwright code on Kernel remote browsers. This tool integrates seamlessly with:

* **Vercel AI SDK's `generateText()`** - For direct LLM-powered browser automation
* **Vercel AI SDK's `Agent()` class** - For building autonomous browser automation agents

With this tool, you can build AI-powered applications that browse the web, extract data, interact with websites, and perform complex automation tasks—all through natural language instructions.

[Learn more about the AI SDK tool →](/integrations/vercel/ai-sdk)

### Vercel Marketplace Integration

The [Vercel Marketplace integration](/integrations/vercel/marketplace) allows you to install and configure Kernel directly from the Vercel dashboard. This integration:

* Automatically provisions a Kernel Organization and API key
* Syncs your `KERNEL_API_KEY` to your Vercel project's environment variables
* Manages billing directly through Vercel
* Syncs team members and roles between Vercel and Kernel

[Learn more about the Marketplace integration →](/integrations/vercel/marketplace)

## Use Cases

* **Automated Testing** - Build AI-powered test automation
* **Web Monitoring** - Monitor websites for changes or specific content
* **Data Extraction** - Extract data from websites using natural language
* **Form Automation** - Automate form submissions and data entry

## Next Steps

<CardGroup cols={2}>
  <Card title="AI SDK Tool" icon="robot" href="/integrations/vercel/ai-sdk">
    Build Agents with browser automation tools
  </Card>

  <Card title="Marketplace Integration" icon="store" href="/integrations/vercel/marketplace">
    Integrate Kernel into your Vercel projects
  </Card>
</CardGroup>