MCP, MCP server
Krauncher analyzer
Run your training script on a remote GPU.
Compatibility: Not stated.
Grade C
One Medium finding. Read the findings before installing.
Not a guarantee. A hygiene check of the source at the commit shown, not a security audit.
Rescanned at commit d933b59b0a4e, unchanged since the check below.
OBFUSCATION_MINIFIED_PAYLOAD
Why this grade
- OBFUSCATION_MINIFIED_PAYLOAD Medium
Contains a very long line with almost no spaces in a script or style file.
krauncher/relay_pb2.py, line 17
DESCRIPTOR = _descriptor_pool.Default().AddSerializedFile(b'\n\x0brelay.proto\x12\x08relay.v1\"H\n\rWorkerMessage\x12\x0f\n\x07task_id\x18\x01 \x01(\t\x12\x0c\n\x04type\x18\x02 \x0
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
tutorial/15_data_sources_s3.py, line 58
subprocess.run(["fallocate", "-l", "4G", scratch], check=True)
Install and update
Pass
No install-time script found, and dependencies are pinned or absent.
Network
Concern
can reach cs231n.stanford.edu. The description does not name that host.
NETWORK_UNNAMED_HOST
tutorial/17_multiphase_training.py, line 30
wget https://cs231n.stanford.edu/tiny-imagenet-200.zip
tutorial/52_group_envelope.py, line 33
wget https://cs231n.stanford.edu/tiny-imagenet-200.zip
Secrets
Concern
reads a credential or environment file.
SECRETS_ENV_READ SECRETS_PATH_DOTENV
AGENTS.md, line 18
client = KrauncherClient() # config from env / .env
krauncher/KrauncherClient.py, line 131
All parameters can be set via environment variables (or ``.env`` file in CWD).
krauncher/KrauncherClient.py, line 155
# All config from .env:
Show more
krauncher/KrauncherClient.py, line 188
"the KRAUNCHER_API_KEY environment variable (e.g. in a .env file). "
krauncher/__init__.py, line 26
# Load .env from CWD before anything else (does NOT override existing vars)
krauncher/_env.py, line 3
"""Minimal .env loader for krauncher.
krauncher/_env.py, line 10
secrets stay out of the cells) if present, otherwise ``.env`` in the CWD.
krauncher/_env.py, line 28
path = Path(config) if config else Path.cwd() / ".env"
krauncher/credentials.py, line 28
access_key = os.environ.get("AWS_ACCESS_KEY_ID", "")
krauncher/credentials.py, line 29
secret_key = os.environ.get("AWS_SECRET_ACCESS_KEY", "")
krauncher/credentials.py, line 46
os.environ.get("HF_TOKEN")
krauncher/credentials.py, line 47
or os.environ.get("HUGGING_FACE_HUB_TOKEN", "")
Agent instructions
Pass
No instruction to ignore earlier instructions or to hide a step.
Obfuscation
Concern
contains a minified payload.
OBFUSCATION_MINIFIED_PAYLOAD
krauncher/relay_pb2.py, line 17
DESCRIPTOR = _descriptor_pool.Default().AddSerializedFile(b'\n\x0brelay.proto\x12\x08relay.v1\"H\n\rWorkerMessage\x12\x0f\n\x07task_id\x18\x01 \x01(\t\x12\x0c\n\x04type\x18\x02 \x0
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 d933b59b0a4e. requests shell access. The manifest names this permission. can reach cs231n.stanford.edu. The description does not name that host. reads a credential or environment file. contains a minified payload.
Date and source
Date checked:
github.com
Commit graded: d933b59b0a4ee2e483980a9d4806b5afe120ac72
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