MCPLow riskUnclaimed

AWT (AI Watch Tester)

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

ksgisangksgisang/awt★ 1Updated Sep 19, 2026

server.json

{
  "$schema": "https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json",
  "name": "io.github.ksgisang/awt",
  "description": "AI-powered E2E testing MCP server. Detects and auto-fixes UI bugs via DevQA Loop and Vision AI.",
  "title": "AWT (AI Watch Tester)",
  "repository": {
    "url": "https://github.com/ksgisang/awt-skill",
    "source": "github"
  },
  "version": "1.7.1",
  "packages": [
    {
      "registryType": "pypi",
      "identifier": "aat-devqa",
      "version": "1.7.1",
      "transport": {
        "type": "stdio"
      },
      "environmentVariables": [
        {
          "description": "Anthropic API key (optional — required only when using provider=claude)",
          "format": "string",
          "isSecret": true,
          "name": "ANTHROPIC_API_KEY"
        },
        {
          "description": "OpenAI API key (optional — required only when using provider=openai)",
          "format": "string",
          "isSecret": true,
          "name": "OPENAI_API_KEY"
        }
      ]
    }
  ]
}

Permissions

DeclaredDetected
Runs code—python
Installs—pypi:aat-devqa@1.7.1
Runs install scripts—None
NetworkNoneNone
Needs credentialsANTHROPIC_API_KEYOPENAI_API_KEYANTHROPIC_API_KEYOPENAI_API_KEY
Outside the workspace—None
Agent tools—None

Checks

Low risk · Nothing worth a warning was found.

Not reviewed by a person · Checked by rules; the model review is not switched on yet.

Versions

  1. #11.7.1latestOct 7, 2026