SERVER

AWT (AI Watch Tester)

Rank #37,395

io.github.ksgisang/awt

AI-powered E2E testing MCP server. Detects and auto-fixes UI bugs via DevQA Loop and Vision AI.

Listed & last published
Apr 15, 2026
OVERVIEW

AWT (AI Watch Tester) is a Model Context Protocol (MCP) server published by ksgisang. It ranks #37,395 of 76,851 servers tracked on MCP Toplist, and its repository has 1 GitHub stars. AWT (AI Watch Tester) is listed on Official MCP, with 1 tracked version. It was first listed on Apr 15, 2026 and most recently updated on Apr 15, 2026.

STANDING
#37,395of 76,851 tracked serversTop 50%

Ranks ahead of 39,456 of 76,851 servers on MCP Toplist.

CONNECT

Use AWT (AI Watch Tester)

Add AWT (AI Watch Tester) to any MCP client (Claude, Cursor, VS Code, …) with one of the configs below.

Python package (PyPI)
{
  "mcpServers": {
    "awt": {
      "command": "uvx",
      "args": [
        "aat-devqa"
      ],
      "env": {
        "ANTHROPIC_API_KEY": "<your ANTHROPIC_API_KEY>"
      }
    }
  }
}

Replace each placeholder with your own value before saving.

REGISTRIES

Listed on 1 registry

ORGANIZATION

ksgisang

Organization
Servers in org
2
Versions across org
6
MORE FROM THIS PUBLISHER

Other servers by ksgisang

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VERSIONS

Available versions (1)

VersionPublished
1.6.2Apr 15, 2026
FAQ

Frequently asked questions

Who maintains AWT (AI Watch Tester)?
AWT (AI Watch Tester) is maintained by ksgisang, which publishes 2 MCP servers (6 total versions) tracked on MCP Toplist.
Is AWT (AI Watch Tester) listed on the Official MCP Registry?
Yes — AWT (AI Watch Tester) is listed on the Official MCP Registry.
How many versions does AWT (AI Watch Tester) have?
MCP Toplist tracks 1 version of AWT (AI Watch Tester), most recently published on Apr 15, 2026.
Where can I find the source code for AWT (AI Watch Tester)?
The source code for AWT (AI Watch Tester) is hosted at github.com/ksgisang/awt-skill.
EXPLORE
AWT (AI Watch Tester) - MCP Server #37,395 | MCP Toplist