AWT (AI Watch Tester)
Rank #11,662io.github.ksgisang/awt
AI-powered E2E testing MCP server. Detects and auto-fixes UI bugs via DevQA Loop and Vision AI.
What you can do with AWT (AI Watch Tester)
AWT (AI Watch Tester) is a Model Context Protocol (MCP) server published by ksgisang. It ranks #11,662 of 144,396 active servers on MCP Toplist, and its repository has 1 GitHub stars. AWT (AI Watch Tester) is listed on Official MCP, with 5 tracked versions. It was first listed on Apr 15, 2026 and most recently updated on Oct 15, 2026.
Not verifiedMCP Toplist has not yet written a checked profile for this server, so the paragraph above is assembled from registry data only. The repository README is the authority on what it does.
What AWT (AI Watch Tester) can and cannot do
Not verifiedMCP Toplist has not catalogued this server's tools or limitations. The repository README lists them.
What you need before using AWT (AI Watch Tester)
The registry listing declares no required environment variables or authentication. This is declared metadata, not a verified install — the repository README is the authority.
Declared by the Official MCP Registry, last synced Oct 16, 2026. Not independently verified by MCP Toplist.
- ANTHROPIC_API_KEY · optional
- OPENAI_API_KEY · optional
Connect AWT (AI Watch Tester) and confirm it works
claude mcp add awt -e "ANTHROPIC_API_KEY=<your ANTHROPIC_API_KEY>" -e "OPENAI_API_KEY=<your OPENAI_API_KEY>" -- uvx aat-devqaReplace each placeholder with your own value before saving.
[mcp_servers.awt]
command = "uvx"
args = ["aat-devqa"]
[mcp_servers.awt.env]
ANTHROPIC_API_KEY = "<your ANTHROPIC_API_KEY>"
OPENAI_API_KEY = "<your OPENAI_API_KEY>"Add to ~/.codex/config.toml. Replace each placeholder with your own value before saving.
{
"mcpServers": {
"awt": {
"command": "uvx",
"args": [
"aat-devqa"
],
"env": {
"ANTHROPIC_API_KEY": "<your ANTHROPIC_API_KEY>",
"OPENAI_API_KEY": "<your OPENAI_API_KEY>"
}
}
}
}Add to claude_desktop_config.json (Settings → Developer → Edit Config). Replace each placeholder with your own value before saving.
{
"mcpServers": {
"awt": {
"command": "uvx",
"args": [
"aat-devqa"
],
"env": {
"ANTHROPIC_API_KEY": "<your ANTHROPIC_API_KEY>",
"OPENAI_API_KEY": "<your OPENAI_API_KEY>"
}
}
}
}Add to ~/.cursor/mcp.json (global) or .cursor/mcp.json (per project). Replace each placeholder with your own value before saving.
{
"servers": {
"awt": {
"type": "stdio",
"command": "uvx",
"args": [
"aat-devqa"
],
"env": {
"ANTHROPIC_API_KEY": "<your ANTHROPIC_API_KEY>",
"OPENAI_API_KEY": "<your OPENAI_API_KEY>"
}
}
}
}Save as .vscode/mcp.json in your workspace. Replace each placeholder with your own value before saving.
{
"mcpServers": {
"awt": {
"command": "uvx",
"args": [
"aat-devqa"
],
"env": {
"ANTHROPIC_API_KEY": "<your ANTHROPIC_API_KEY>",
"OPENAI_API_KEY": "<your OPENAI_API_KEY>"
}
}
}
}Add to ~/.codeium/windsurf/mcp_config.json. Replace each placeholder with your own value before saving.
{
"mcpServers": {
"awt": {
"command": "uvx",
"args": [
"aat-devqa"
],
"env": {
"ANTHROPIC_API_KEY": "<your ANTHROPIC_API_KEY>",
"OPENAI_API_KEY": "<your OPENAI_API_KEY>"
}
}
}
}Replace each placeholder with your own value before saving.
After adding the config, ask your client to list this server's tools. A tool list confirms the connection; an empty list or an error means the server did not start or needs credentials.
When to choose another server
No task-specific alternatives are catalogued for AWT (AI Watch Tester)yet; the list above is its publisher's other servers.
What changed, and when this was checked
- First listed
- Apr 15, 2026
- Latest version published
- Oct 15, 2026
- Version history
- 5 versions tracked (below)
- Requirements evidence
- Declared by the Official MCP Registry, last synced Oct 16, 2026. Not independently verified by MCP Toplist.
- Profile checked
- Not yet — purpose, capabilities and requirements above come from registry data only
- Ranking data as of
- Oct 15, 2026
- Official MCP ↗listed since Apr 25, 2026 · still listed
Do you maintain AWT (AI Watch Tester)? to correct or enrich this profile.
Available versions (5)
| Version | Published |
|---|---|
| 1.8.0 | Oct 15, 2026 |
| 1.7.1 | Sep 19, 2026 |
| 1.7.0 | Sep 19, 2026 |
| 1.6.3 | May 28, 2026 |
| 1.6.2 | Apr 15, 2026 |
Ranks ahead of 132,734 of 144,396 servers on MCP Toplist.
Show your rank
Maintain this server? Add the live rank badge to your README — it updates automatically as the leaderboard changes.
[](https://mcptoplist.com/server/io.github.ksgisang%2Fawt)<a href="https://mcptoplist.com/server/io.github.ksgisang%2Fawt"><img src="https://mcptoplist.com/badge/io.github.ksgisang%2Fawt.svg" alt="MCP Toplist: Top 10% of 144,396" /></a>Variants: append ?metric=score or ?metric=stars to the image URL.
Frequently asked questions
- Who maintains AWT (AI Watch Tester)?
- AWT (AI Watch Tester) is maintained by ksgisang, which publishes 2 MCP servers (12 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 5 versions of AWT (AI Watch Tester), most recently published on Oct 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.
Do you run this server?
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