SERVER

AWT (AI Watch Tester)

Rank #22864

io.github.ksgisang/awt

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

First listed
Apr 15, 2026
Last publish date
Apr 15, 2026
OVERVIEW

AWT (AI Watch Tester) is a Model Context Protocol (MCP) server published by ksgisang. It ranks #22864 of 58,900 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
#22,864of 58,900 tracked serversTop 50%

Ranks ahead of 36,036 of 58,900 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>"
      }
    }
  }
}

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REGISTRIES

Listed on 1 registry

ORGANIZATION

ksgisang

Organization
Total servers
2
Total versions
1
MORE FROM THIS PUBLISHER

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VERSIONS

Available versions (1)

VersionPublished
1.6.2Apr 15, 2026
FAQ

Frequently asked questions

What is AWT (AI Watch Tester)?
AI-powered E2E testing MCP server. Detects and auto-fixes UI bugs via DevQA Loop and Vision AI.
Who maintains AWT (AI Watch Tester)?
AWT (AI Watch Tester) is maintained by ksgisang, which publishes 2 MCP servers (1 total version) tracked on MCP Toplist.
Is AWT (AI Watch Tester) an official MCP server?
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.
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