# io.github.gvasile29/qai-consultant-mcp (pypi · qai-consultant-mcp)

Keyless local MCP server for QA: standards retrieval, effort estimation, doc review, test analysis.

- Trust score: 15/100 (low)
- Change this week: −11
- Registry status: active
- Liveness: live
- Owner verified: no
- Last scored: 2026-08-04

## Components

- pypi · `qai-consultant-mcp`: 15/100 (this document), [markdown](https://verifymcp.io/servers/gvasile29-qai-consultant-mcp/qai-consultant-mcp.md), [page](https://verifymcp.io/servers/gvasile29-qai-consultant-mcp/qai-consultant-mcp)

## Channel facts

- Registry: `pypi`
- Package: `qai-consultant-mcp`
- Version: `3.3.1`
- 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 2026-08-04.

- **Supply Chain Security**: 20/100
  - Malware scan not yet available for this package.
  - A critical CVE affects transformers, and no fixed version has been published yet.
  - Runs setuptools.build_meta at install time, a recognised native-build step with no shell scripting around it.
  - Only part of the dependency tree could be resolved (102 of 161), so this covers what we could see, not the whole tree.
- **Provenance & Transparency**: 45/100
  - Source repository is publicly reachable at the declared URL.
  - Provenance check failed: no build-provenance attestation is published.
  - Clear OSI-approved license (Apache-2.0).
  - Actively maintained (last published 4 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 gvasile29-qai-consultant-mcp -- uvx qai-consultant-mcp
```

### Codex

```bash
codex mcp add gvasile29-qai-consultant-mcp -- uvx qai-consultant-mcp
```

### opencode

```json
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "gvasile29-qai-consultant-mcp": {
      "type": "local",
      "command": [
        "uvx",
        "qai-consultant-mcp"
      ],
      "enabled": true
    }
  }
}
```

### OpenClaw

```bash
openclaw mcp add gvasile29-qai-consultant-mcp --command uvx --arg qai-consultant-mcp
```

### Hermes

```yaml
mcp_servers:
  gvasile29-qai-consultant-mcp:
    command: "uvx"
    args: ["qai-consultant-mcp"]
```

### Other

```json
{
  "mcpServers": {
    "gvasile29-qai-consultant-mcp": {
      "command": "uvx",
      "args": [
        "qai-consultant-mcp"
      ]
    }
  }
}
```

## 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.

### 2026-08-04 (score 15, +2)

- [security regression] CVE-2026-5241 affects this package: high
- [security regression] Known CVEs: unverified → fail
- [functional improvement] Dependency health: unverified → partial

### 2026-08-02 (score 13, +8)

- [security regression] Provenance: unverified → fail
- [security improvement] Install scripts: unverified → pass
- [security improvement] Malware scan: unverified → pass
- [security] The scripts that run when this package is installed changed: build_backend
- [functional regression] Security disclosure: fail → unverified
- [functional improvement] License: unverified → pass
- [functional improvement] Maintenance: unverified → pass
- [functional] Licence: Apache-2.0

### 2026-07-31 (score 5, −19)

- [security regression] Malware scan: pass → unverified
- [functional regression] Security disclosure: fail → unverified
- [functional] We updated how we score, so this day's move reflects our rubric, not a change to the server

### 2026-07-29 (score 24, −2)

- [security regression] Provenance: pass → unverified
- [functional regression] Security disclosure: unverified → fail
- [functional regression] Dependency health: partial → unverified
- [functional] Package version: 3.1.4 → 3.1.6

### 2026-07-28 (score 26, +1)

No change was recorded against any check on this day. Supply Chain Security went from 51 to 54.

### 2026-07-27 (score 25)

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, Install scripts, Vulnerabilities, Dependencies. The full working is on the page: https://verifymcp.io/servers/gvasile29-qai-consultant-mcp/qai-consultant-mcp#diagnostics

## Score history

- 2026-08-04: 15
- 2026-08-03: 13
- 2026-08-02: 13
- 2026-08-01: 5
- 2026-07-31: 5
- 2026-07-29: 24
- 2026-07-28: 26
- 2026-07-27: 25

## Links

- PyPI project: https://pypi.org/project/qai-consultant-mcp/
- Socket report: https://socket.dev/pypi/package/qai-consultant-mcp
- Repository: https://github.com/gvasile29/qai-consultant
- Changelog RSS feed: https://verifymcp.io/servers/gvasile29-qai-consultant-mcp/qai-consultant-mcp/changelog.xml
- Changelog JSON feed: https://verifymcp.io/servers/gvasile29-qai-consultant-mcp/qai-consultant-mcp/changelog.json
- HTML version of this page: https://verifymcp.io/servers/gvasile29-qai-consultant-mcp/qai-consultant-mcp