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TL;DR

AWT (AI Watch Tester) is a Model Context Protocol (MCP) server. AI-powered E2E testing MCP server. Detects and auto-fixes UI bugs via DevQA Loop and Vision AI. Install with: uvx aat-devqa. Source: https://github.com/ksgisang/awt-skill. It speaks the Model Context Protocol and works with any compatible client (Claude, Cursor, Cline, Windsurf, Warp and more).

AWT (AI Watch Tester)

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

Install Command

uvx aat-devqa

GitHub Repository

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Frequently Asked Questions

AWT (AI Watch Tester) is a Model Context Protocol server that AI-powered E2E testing MCP server. Detects and auto-fixes UI bugs via DevQA Loop and Vision AI.

You can install it by running the install command: `uvx aat-devqa`. It then becomes available to any MCP-compatible client such as Claude, Cursor, Cline, Windsurf.

The AWT (AI Watch Tester) MCP Server is compatible with any client that speaks the Model Context Protocol — including Claude, Cursor, Cline, Windsurf.

Check the project license on its repository before use.

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Details

Agent Rank
0.0
License
Last Updated
Aug 12, 2026
Languages
Python

Client Compatibility

Speaks the Model Context Protocol — works with any compatible client.

ClaudeCursorClineWindsurf