AWT (AI Watch Tester)
Rank #3,358glama/ksgisang/AI-Watch-Tester
AI-powered E2E testing MCP server. Point at a URL — AI generates test scenarios, runs Playwright tests, and self-heals failures automatically. Works on Canvas and Flutter Web apps.
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 #3,358 of 162,851 active servers on MCP Toplist, and its repository has 7 GitHub stars. AWT (AI Watch Tester) is listed on Glama, with 8 release tags tracked from its GitHub repository. It was first listed on Mar 23, 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 Glama, last synced Oct 29, 2026. Not independently verified by MCP Toplist.
No runtime, credential or payment requirements are recorded for this server beyond the declaration above.
Connect AWT (AI Watch Tester) and confirm it works
Install configuration unavailable. No registry publishes a machine-readable install config for this server — follow the repository README.
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
- Mar 23, 2026
- Latest release tag
- Oct 15, 2026
- Version history
- 8 release tags tracked (below)
- Requirements evidence
- Declared by Glama, last synced Oct 29, 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 29, 2026
- Glama ↗listed since Apr 26, 2026 · still listed
Do you maintain AWT (AI Watch Tester)? to correct or enrich this profile.
GitHub releases (8)
No registry surfaces explicit version metadata for this server. The list below shows release tags from the linked GitHub repository.
| Version | Published |
|---|---|
| v1.8.0 | Oct 15, 2026 |
| v1.7.1 | Sep 19, 2026 |
| v1.7.0 | Sep 19, 2026 |
| v1.6.1 | Mar 31, 2026 |
| v1.6.0 | Mar 31, 2026 |
| v1.5.5 | Mar 23, 2026 |
| v1.5.4 | Mar 23, 2026 |
| v1.5.3 | Mar 23, 2026 |
Ranks ahead of 159,493 of 162,851 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/glama%2Fksgisang%2FAI-Watch-Tester)<a href="https://mcptoplist.com/server/glama%2Fksgisang%2FAI-Watch-Tester"><img src="https://mcptoplist.com/badge/glama%2Fksgisang%2FAI-Watch-Tester.svg" alt="MCP Toplist: Top 5% of 162,851" /></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 (13 total versions) tracked on MCP Toplist.
- Is AWT (AI Watch Tester) listed on the Official MCP Registry?
- AWT (AI Watch Tester) is not on the Official MCP Registry. It is listed on Glama.
- How many versions does AWT (AI Watch Tester) have?
- No registry surfaces explicit version metadata for AWT (AI Watch Tester); MCP Toplist tracks 8 release tags from its GitHub repository, 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/AI-Watch-Tester.
Do you run this server?
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