Examples

See the Kernel MCP server in action

Invoke apps from anywhere

Human: Run my web-scraper app to get data from reddit.com
Assistant: I'll execute your web-scraper action with reddit.com as the target.
[Uses manage_apps tool with action: "invoke" to run your deployed app in the cloud]

Execute Playwright code dynamically

Human: Go to example.com and get me the page title
Assistant: I'll execute Playwright code to navigate to the site and retrieve the title.
[Uses execute_playwright_code tool with code: "await page.goto('https://example.com'); return await page.title();"]
Returns: { success: true, result: "Example Domain", replay_url: "https://..." }

Set up browser profiles for authentication

Human: Set up a profile for my work accounts
Assistant: I'll create a profile and guide you through the setup process.
[Uses manage_profiles tool with action: "setup"]

Human: I'm done setting up my accounts
Assistant: Perfect! I'll close the browser session and save your profile.
[Uses manage_browsers tool with action: "delete" to save profile]

Debug a browser session

Attach the debug-browser-session prompt to your conversation first, then ask for help debugging.

Human: [Attaches debug-browser-session prompt with session_id and issue_description]
       Help me debug this browser session.
Assistant: [Follows the debugging guide from the prompt: uses Kernel CLI to check session status, 
            read VM logs, test network connectivity, and diagnose issues]