awt
IntegrationDev toolsawt lets your AI test your app end to end, clicking through it the way a real user would. It finds UI bugs by looking at the screen with Vision AI and fixes them automatically through a DevQA Loop. The result is fewer interface problems reaching your users.
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.
After adding awt, ask your AI to run an end-to-end test on your app. It will report the UI bugs it finds and fix them for you.
What your AI can do with it
- Run end-to-end tests that click through your app like a real user
- Spot UI bugs by visually inspecting the screen
- Fix the UI bugs it finds automatically
- Work through a DevQA Loop to detect and resolve issues
Signals
- GitHub stars
- 1
- Last commit
- May 2026
- Weekly downloads
- 50
Advanced
- Delivery
- awt MCP server → your ahel gateway (mcp.ahel.ai) → every connected AI client.
- Catalog kind
- mcp-server
- Gateway key
io-github-ksgisang-awt- Source
- github.com/ksgisang/awt-skill