hwatu

IntegrationWeb & browsing

hwatu lets your AI verify its own web work in a real browser. It runs headless WebKit, meaning a browser without a visible window, so the AI can open pages, take screenshots, and compare them pixel by pixel. This lets changes to a site be checked for how they actually look before you have to open it yourself.

This server has no hosted endpoint yet, so ahel can't serve it. You can still add it. It stays paused until ahel can serve it.

Add hwatu, then ask your AI to verify a page or a change it just made, for example by taking a screenshot or comparing before and after.

What your AI can do with it

  • Open pages in a background browser to check how they actually render
  • Take screenshots of a page as visual proof of the result
  • Compare two screenshots pixel by pixel to spot unintended visual changes
  • Run checks against a page's DOM to confirm its content and structure
  • Confirm fixes and new features look right before calling them done

Signals

GitHub stars
79
Forks
4
Last commit
Aug 2026
Advanced
Delivery
hwatu MCP server → your ahel gateway (mcp.ahel.ai) → every connected AI client.
Catalog kind
mcp-server
Gateway key
io-github-hongnoul-hwatu
Source
github.com/hongnoul/hwatu