Grades are a hygiene check, not a security guarantee.

MCP, MCP server

Train In Silence

Train in Silence The first Task-Aware MCP server for LLM fine-tuning.

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.

NETWORK_NO_FIXED_HOST SECRETS_PATH_UNCONFIRMED OBFUSCATION_FILE_OVER_READ_CAP

Why this grade

  • NETWORK_NO_FIXED_HOST Low

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

    scripts/debug_aws_provider.py, line 23 result = provider.fetch(constraints)

  • SECRETS_PATH_UNCONFIRMED Low

    The Secrets check reports a credential or environment file, but no quoted line shows a recognisable path.

    .gitignore, line 19 # Environments

  • OBFUSCATION_FILE_OVER_READ_CAP Note

    A file was over the read cap and was not fully read.

    tests/cassettes/test_networking/test_gpufinder_live_fetch.yaml, line 1 interactions:

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

    Pass

    No shell or command execution found, and no extra permission was declared.

  • 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

    scripts/debug_aws_provider.py, line 23

    result = provider.fetch(constraints)

    scripts/refresh_catalogs.py, line 159

    result = provider.fetch(constraints)

    tis/planner/market/base.py, line 18

    def fetch(self, constraints: Constraints) -> ProviderFetchResult: ...

    Show more

    tis/planner/market/providers.py, line 51

    def fetch(self, constraints: Constraints) -> ProviderFetchResult:

    tis/planner/market/providers.py, line 84

    def fetch(self, constraints: Constraints) -> ProviderFetchResult:

    tis/planner/market/providers.py, line 207

    def fetch(self, constraints: Constraints) -> ProviderFetchResult:

    tis/planner/market/providers.py, line 348

    def fetch(self, constraints: Constraints) -> ProviderFetchResult:

    tis/planner/market/providers.py, line 439

    def fetch(self, constraints: Constraints) -> ProviderFetchResult:

  • Secrets

    Concern

    reads a credential or environment file.

    SECRETS_PATH_UNCONFIRMED

    .gitignore, line 19

    # Environments

  • Agent instructions

    Pass

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

  • Obfuscation

    Note

    a file was over the read cap and was not fully read.

    OBFUSCATION_FILE_OVER_READ_CAP

    tests/cassettes/test_networking/test_gpufinder_live_fetch.yaml, line 1

    interactions:

    tests/cassettes/test_networking/test_vast_ai_live_fetch.yaml, line 1

    interactions:

  • 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 24f341587c99. can reach a host that is not written as a fixed address. reads a credential or environment file. a file was over the read cap and was not fully read.

Date and source

Date checked:

View source

github.com

Commit graded: 24f341587c99c439801a2c9518e80286c6ce0f69

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