Grades are a hygiene check, not a security guarantee.

MCP, MCP server

ai.smithery/IlyaGusev-academia_mcp

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Compatibility: Not stated.

Grade B

Minor issues only, no Medium or High. Worth a quick look at the findings below before installing.

Graded by PlugVetRubric v2

Not a guarantee. A hygiene check of the source at the commit shown, not a security audit.

Rescanned at commit 8f1fa0497c6a, unchanged since the check below.

NETWORK_NO_FIXED_HOST SECRETS_PATH_DOTENV PERMISSION_SHELL_DECLARED

Why this grade

  • NETWORK_NO_FIXED_HOST Low

    Makes a network call whose host is not written as a fixed address.

    academia_mcp/tools/image_processing.py, line 124 response = httpx.get(path, timeout=10)

  • SECRETS_PATH_DOTENV Low

    Mentions a .env file.

    academia_mcp/settings.py, line 39 env_file=".env",

  • PERMISSION_SHELL_DECLARED Note

    Runs shell commands, and the manifest or description says so.

    academia_mcp/tools/latex.py, line 122 subprocess.run(

Any High, or two or more Medium findings, give D. One Medium gives C. Low findings or a security Note give B. Each code names a finding behind the letter.

Grades are a hygiene check of the source at the commit shown, on the date checked, not a security audit or a guarantee. The free directory grades are automated. Before release, a PlugVet engineer reviews every paid report and any grade we hold back, including all F grades, against the source code and the evidence we quote.

What was checked

Plain notes from the hygiene checks.

  • Permissions

    Note

    requests shell access. The manifest names this permission.

    PERMISSION_SHELL_DECLARED

    academia_mcp/tools/latex.py, line 122

    subprocess.run(

  • Install and update

    Pass

    No install-time script found, and dependencies are pinned or absent.

  • Network

    Concern

    can reach a host that is not written as a fixed address.

    NETWORK_NO_FIXED_HOST

    academia_mcp/tools/image_processing.py, line 124

    response = httpx.get(path, timeout=10)

    academia_mcp/tools/speech_to_text.py, line 28

    response = httpx.get(audio_path, timeout=10)

    academia_mcp/tools/yt_transcript.py, line 29

    transcript = api.fetch(video_id)

  • Secrets

    Concern

    reads a credential or environment file.

    SECRETS_PATH_DOTENV

    academia_mcp/settings.py, line 39

    env_file=".env",

    .gitignore, line 131

    # Environments

    CLAUDE.md, line 110

    Uses `pydantic-settings` to load configuration from `.env` file or environment variables:

    Show more

    CLAUDE.md, line 283

    When testing locally, create a `.env` file in the project root:

    README.md, line 152

    You can put these in a `.env` file in the project root.

  • Agent instructions

    Pass

    No instruction to ignore earlier instructions or to hide a step.

  • Obfuscation

    Pass

    No encoded or minified payload found.

  • Licence

    Pass

    A licence file is present (LICENSE).

  • Maintainer activity

    Pass

    The latest commit is within the last 365 days.

Note

Hygiene check of commit 8f1fa0497c6a. requests shell access. The manifest names this permission. can reach a host that is not written as a fixed address. reads a credential or environment file.

Date and source

Date checked:

View source

github.com

Commit graded: 8f1fa0497c6a764644b9ec5947fbf06d4669baa9

This link goes to the original host. PlugVet does not host or check what you download from there, and installing it is your own decision and risk.

Read how this letter is chosen