# AWT (AI Watch Tester) (pypi · aat-devqa)

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

- Trust score: 12/100 (low)
- Change this week: −21
- Registry status: active
- Liveness: live
- Owner verified: no
- Last scored: 2026-08-03

## Components

- pypi · `aat-devqa`: 12/100 (this document), [markdown](https://verifymcp.io/servers/ksgisang-awt/aat-devqa.md), [page](https://verifymcp.io/servers/ksgisang-awt/aat-devqa)

## Channel facts

- Registry: `pypi`
- Package: `aat-devqa`
- Version: `1.6.2`
- Transport: `stdio`

## Trust breakdown

How this component scores in each security and reliability category. Every signal is checked automatically from public evidence about the published package, including repeated runs of it in an isolated sandbox, and we only credit what we can confirm. Scores are 0–100 per category. Scoring method: https://verifymcp.io/docs/scoring (what has changed: https://verifymcp.io/docs/scoring/changelog)

Scored 2026-08-03.

- **Supply Chain Security**: 19/100
  - Malware scan not yet available for this package.
  - CVE check failed: a known high-severity CVE affects pillow 11.3.0, a direct dependency. A fixed version is available.
  - Install-script risk not yet assessed.
  - 6 of 45 dependencies flagged as unhealthy.
- **Provenance & Transparency**: 32/100
  - Source repository is publicly reachable at the declared URL.
  - Provenance check failed: no build-provenance attestation is published.
  - License check failed: the license (GNU Affero General Public License v3) isn't a recognized OSI-approved license.
  - Actively maintained (last published 110 days ago).
  - Disclosure check failed: no security disclosure policy was found in the source repository.
- **Schema Quality & AI Usability**: 0/100
  - Schema quality not yet verified: our sandbox run of this package did not complete, so we have no schema to assess.
- **Stability & Change Management**: 0/100
  - Stability not yet verified: our sandbox run of this package did not complete, so we have no schema to compare.
- **Tool Coverage**: 0/100
  - Tool coverage not yet verified: our sandbox run of this package did not complete, so we have no tool definitions to assess.
- **Capabilities**: 0/100
  - Protocol version not yet verified: our sandbox run of this package did not complete, so we never saw its MCP handshake.

**Unverified: 4 categories.** Categories scored 0 because our sandbox run of this package has not given us the schema these checks need to read. That is a gap on our side rather than a finding about the package, and we only credit what we can confirm, so the score stands at 0 until the capture succeeds. We are working through the fleet, so this normally clears without any action from you.

## Install

### Claude

```bash
claude mcp add ksgisang-awt -- uvx aat-devqa
```

### Codex

```bash
codex mcp add ksgisang-awt -- uvx aat-devqa
```

### opencode

```json
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "ksgisang-awt": {
      "type": "local",
      "command": [
        "uvx",
        "aat-devqa"
      ],
      "enabled": true
    }
  }
}
```

### OpenClaw

```bash
openclaw mcp add ksgisang-awt --command uvx --arg aat-devqa
```

### Hermes

```yaml
mcp_servers:
  ksgisang-awt:
    command: "uvx"
    args: ["aat-devqa"]
```

### Other

```json
{
  "mcpServers": {
    "ksgisang-awt": {
      "command": "uvx",
      "args": [
        "aat-devqa"
      ]
    }
  }
}
```

## Changelog

Every change recorded for this component, newest first. Days that predate change tracking, or that we cannot explain, say so: "we were watching and nothing happened" and "we were not watching" are different claims.

### 2026-08-03 (score 12, −9)

- [security regression] CVE-2026-42309 affects this package: high
- [security regression] CVE-2026-59197 affects this package: high
- [security regression] CVE-2026-40192 affects this package: high
- [security regression] CVE-2026-55380 affects this package: high
- [security regression] CVE-2026-42308 affects this package: high
- [security regression] CVE-2026-54060 affects this package: high
- [security regression] CVE-2026-25990 affects this package: high
- [security regression] CVE-2026-59200 affects this package: high
- [security regression] CVE-2026-55798 affects this package: high
- [security regression] CVE-2026-55379 affects this package: high
- [security regression] CVE-2026-59199 affects this package: high
- [security regression] CVE-2026-54059 affects this package: high
- [security regression] CVE-2026-54058 affects this package: high
- [security regression] CVE-2026-59205 affects this package: high
- [security regression] CVE-2026-59198 affects this package: high
- [security regression] CVE-2026-42311 affects this package: high
- [security regression] CVE-2026-59204 affects this package: high
- [security regression] CVE-2026-42310 affects this package: high
- [security regression] Known CVEs: unverified → fail
- [security regression] Malware scan: pass → unverified
- [functional improvement] Dependency health: unverified → 0.94

### 2026-08-02 (score 21, +9)

- [security regression] Provenance: fail → unverified
- [security regression] Known CVEs: fail → unverified
- [security improvement] Malware scan: unverified → pass
- [functional regression] Maintenance: pass → unverified
- [functional regression] Dependency health: 0.94 → unverified
- [functional regression] License: fail → unverified
- [functional] Licence: GNU Affero General Public License v3

### 2026-08-01 (score 12, 0)

- [security regression] CVE-2026-40192 affects this package: high
- [security regression] CVE-2026-59197 affects this package: high
- [security regression] CVE-2026-54060 affects this package: high
- [security regression] CVE-2026-42309 affects this package: high
- [security regression] CVE-2026-42310 affects this package: high
- [security regression] CVE-2026-59204 affects this package: high
- [security regression] CVE-2026-42311 affects this package: high
- [security regression] CVE-2026-59198 affects this package: high
- [security regression] CVE-2026-59205 affects this package: high
- [security regression] CVE-2026-54058 affects this package: high
- [security regression] CVE-2026-54059 affects this package: high
- [security regression] CVE-2026-59199 affects this package: high
- [security regression] CVE-2026-55379 affects this package: high
- [security regression] CVE-2026-55798 affects this package: high
- [security regression] CVE-2026-59200 affects this package: high
- [security regression] CVE-2026-25990 affects this package: high
- [security regression] CVE-2026-42308 affects this package: high
- [security regression] CVE-2026-55380 affects this package: high

### 2026-07-31 (score 12, −3)

- [functional] We updated how we score, so this day's move reflects our rubric, not a change to the server

### 2026-07-30 (score 15, −22)

- [security regression] CVE-2026-55380 affects this package: high
- [security regression] CVE-2026-42308 affects this package: high
- [security regression] CVE-2026-25990 affects this package: high
- [security regression] CVE-2026-59200 affects this package: high
- [security regression] CVE-2026-55798 affects this package: high
- [security regression] CVE-2026-55379 affects this package: high
- [security regression] CVE-2026-59199 affects this package: high
- [security regression] CVE-2026-54059 affects this package: high
- [security regression] CVE-2026-54058 affects this package: high
- [security regression] CVE-2026-59205 affects this package: high
- [security regression] CVE-2026-59198 affects this package: high
- [security regression] CVE-2026-42311 affects this package: high
- [security regression] CVE-2026-59204 affects this package: high
- [security regression] CVE-2026-42310 affects this package: high
- [security regression] CVE-2026-42309 affects this package: high
- [security regression] CVE-2026-54060 affects this package: high
- [security regression] CVE-2026-59197 affects this package: high
- [security regression] CVE-2026-40192 affects this package: high
- [security regression] Provenance: unverified → fail
- [security regression] Malware scan: pass → unverified
- [security regression] Known CVEs: partial → fail
- [functional regression] Security disclosure: unverified → fail
- [functional regression] License: unverified → fail
- [functional improvement] Maintenance: unverified → pass
- [functional] Schema quality: Schema quality not yet verified: our sandbox run of this package did not complete, so we have no schema to assess.
- [functional] Tool coverage: Tool coverage not yet verified: our sandbox run of this package did not complete, so we have no tool definitions to assess.
- [functional] Licence: GNU Affero General Public License v3

### 2026-07-29 (score 37, +4)

- [security regression] Provenance: fail → unverified
- [security improvement] Known CVEs: fail → partial
- [functional regression] Maintenance: pass → unverified
- [functional regression] License: fail → unverified
- [functional regression] Security disclosure: fail → unverified
- [functional] Schema quality: Schema quality not yet verified: we do not have a sandbox capture of the MCP schema this version of the package serves yet.
- [functional] Tool coverage: Tool coverage not yet verified: we do not have a sandbox capture of the tool definitions this version of the package serves yet.
- [functional] Licence: GNU Affero General Public License v3

### 2026-07-28 (score 33, 0)

- [security regression] CVE-2026-42311 affects this package: high
- [security regression] CVE-2026-59198 affects this package: high
- [security regression] CVE-2026-59205 affects this package: high
- [security regression] CVE-2026-54058 affects this package: high
- [security regression] CVE-2026-54059 affects this package: high
- [security regression] CVE-2026-59199 affects this package: high
- [security regression] CVE-2026-55379 affects this package: high
- [security regression] CVE-2026-55798 affects this package: high
- [security regression] CVE-2026-59200 affects this package: high
- [security regression] CVE-2026-25990 affects this package: high
- [security regression] CVE-2026-42308 affects this package: high
- [security regression] CVE-2026-55380 affects this package: high
- [security regression] CVE-2026-40192 affects this package: high
- [security regression] CVE-2026-59197 affects this package: high
- [security regression] CVE-2026-54060 affects this package: high
- [security regression] CVE-2026-42309 affects this package: high
- [security regression] CVE-2026-42310 affects this package: high
- [security regression] CVE-2026-59204 affects this package: high
- [functional] Tool coverage: Tool coverage not yet verified: our sandbox run of this package did not complete, so we have no tool definitions to assess.
- [functional] Schema quality: Schema quality not yet verified: our sandbox run of this package did not complete, so we have no schema to assess.

### 2026-07-27 (score 33)

First indexed and scored.

## MCP tools (0)

Tools for package channels are captured by running the package in an isolated sandbox. The most recent sandbox run could not capture a tool list from this package.

## Diagnostics

Captured diagnostic sections: Provenance, Vulnerabilities, Dependencies. The full working is on the page: https://verifymcp.io/servers/ksgisang-awt/aat-devqa#diagnostics

## Score history

- 2026-08-03: 12
- 2026-08-02: 21
- 2026-08-01: 12
- 2026-07-31: 12
- 2026-07-30: 15
- 2026-07-29: 37
- 2026-07-28: 33
- 2026-07-27: 33

## Links

- PyPI project: https://pypi.org/project/aat-devqa/
- Socket report: https://socket.dev/pypi/package/aat-devqa
- Repository: https://github.com/ksgisang/awt-skill
- Changelog RSS feed: https://verifymcp.io/servers/ksgisang-awt/aat-devqa/changelog.xml
- Changelog JSON feed: https://verifymcp.io/servers/ksgisang-awt/aat-devqa/changelog.json
- HTML version of this page: https://verifymcp.io/servers/ksgisang-awt/aat-devqa