MCP, MCP server
io.github.Neko1313/graphlens-mcp
io.github.Neko1313/graphlens-mcp, an MCP server listed in the PlugVet directory.
Compatibility: Not stated.
Grade B
Minor issues only, no Medium or High. Worth a quick look at the findings below before installing.
Not a guarantee. A hygiene check of the source at the commit shown, not a security audit.
Rescanned at commit f012d27791dc, unchanged since the check below.
PERMISSION_DELETE_FILES NETWORK_NO_FIXED_HOST SECRETS_PATH_DOTENV OBFUSCATION_ENCODED_BLOB SECRETS_ENV_READ
Why this grade
- PERMISSION_DELETE_FILES Low
Contains a call that can delete files.
benchmarks/bench/setup.py, line 30
shutil.rmtree(path) - NETWORK_NO_FIXED_HOST Low
Makes a network call whose host is not written as a fixed address.
benchmarks/bench/models.py, line 108
resp = httpx.get( - SECRETS_PATH_DOTENV Low
Mentions a .env file.
benchmarks/bench/config.py, line 26
# Load benchmarks/.env if present (OPENROUTER_API_KEY lives there or in the shell env). - OBFUSCATION_ENCODED_BLOB Low
Contains a long base64 shaped string in a file that should be readable.
uv.lock, line 1
version = 1 - SECRETS_ENV_READ Note
Reads an environment variable whose name contains KEY, SECRET, TOKEN, PASSWORD or CREDENTIAL.
benchmarks/bench/config.py, line 56
key = os.environ.get("OPENROUTER_API_KEY")
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
Concern
can delete files.
PERMISSION_DELETE_FILES
benchmarks/bench/setup.py, line 30
shutil.rmtree(path)
benchmarks/bench/setup.py, line 33
subprocess.run(
benchmarks/bench/setup.py, line 64
proc = subprocess.run(cmd, capture_output=True, text=True, check=False)
Show more
benchmarks/bench/setup.py, line 122
out = subprocess.run(
benchmarks/bench/oracle/common.py, line 105
proc = subprocess.run(
benchmarks/bench/oracle/common.py, line 151
proc = subprocess.run(
benchmarks/scripts/setup_arms.py, line 45
out = subprocess.run(
benchmarks/scripts/setup_arms.py, line 83
subprocess.run(cmd, check=False)
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
benchmarks/bench/models.py, line 108
resp = httpx.get(
Secrets
Concern
reads a credential or environment file.
SECRETS_ENV_READ SECRETS_PATH_DOTENV
benchmarks/bench/config.py, line 26
# Load benchmarks/.env if present (OPENROUTER_API_KEY lives there or in the shell env).
benchmarks/bench/config.py, line 27
load_dotenv(ROOT / ".env")
benchmarks/bench/config.py, line 56
key = os.environ.get("OPENROUTER_API_KEY")
Show more
benchmarks/bench/config.py, line 55
"""Return the OpenRouter key, or raise a clear error pointing to .env."""
benchmarks/bench/config.py, line 59
"OPENROUTER_API_KEY is not set. Put it in benchmarks/.env "
benchmarks/bench/config.py, line 96
TOKEN_BUDGET = int(os.environ.get("BENCH_TOKEN_BUDGET", "8000"))
benchmarks/scripts/run_all.sh, line 7
if [[ -z "${OPENROUTER_API_KEY:-}" ]] && [[ ! -f .env ]]; then
benchmarks/scripts/run_all.sh, line 8
echo "OPENROUTER_API_KEY not set and no .env present. Aborting." >&2
.gitignore, line 162
# Environments
benchmarks/.gitignore, line 17
# Secrets
Agent instructions
Pass
No instruction to ignore earlier instructions or to hide a step.
Obfuscation
Concern
contains an encoded blob in a file that should be readable.
OBFUSCATION_ENCODED_BLOB
uv.lock, line 1
version = 1
benchmarks/metrics.ipynb, line 1
{
benchmarks/uv.lock, line 1
version = 1
Show more
benchmarks/data/clap__semble__gpt-oss-20b.jsonl, line 1
{"project": "clap", "arm": "semble", "model": "gpt-oss-20b", "seed": 1, "task_id": "clap_def_command", "kind": "where_defined", "regime": "SIMPLE", "prompt": "In which Rust source
benchmarks/data/ripgrep__semble__gpt-oss-20b.jsonl, line 1
{"project": "ripgrep", "arm": "semble", "model": "gpt-oss-20b", "seed": 0, "task_id": "rg_def_searcher", "kind": "where_defined", "regime": "SIMPLE", "prompt": "In which Rust sourc
website/pnpm-lock.yaml, line 1
lockfileVersion: '9.0'
benchmarks/metrics.ipynb, line 620
"image/png": "iVBORw0KGgoAAAANSUhEUgAABQgAAAGMCAYAAACWDk+zAAAAOnRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjExLjAsIGh0dHBzOi8vbWF0cGxvdGxpYi5vcmcvlcelbwAAAAlwSFlzAAAPYQAAD2EBqD+naQ
benchmarks/metrics.ipynb, line 630
"image/png": "iVBORw0KGgoAAAANSUhEUgAABQgAAAGMCAYAAACWDk+zAAAAOnRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjExLjAsIGh0dHBzOi8vbWF0cGxvdGxpYi5vcmcvlcelbwAAAAlwSFlzAAAPYQAAD2EBqD+naQ
benchmarks/metrics.ipynb, line 707
"image/png": "iVBORw0KGgoAAAANSUhEUgAAArAAAAIaCAYAAADYw34+AAAAOnRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjExLjAsIGh0dHBzOi8vbWF0cGxvdGxpYi5vcmcvlcelbwAAAAlwSFlzAAAPYQAAD2EBqD+naQ
benchmarks/metrics.ipynb, line 717
"image/png": "iVBORw0KGgoAAAANSUhEUgAAArAAAAIaCAYAAADYw34+AAAAOnRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjExLjAsIGh0dHBzOi8vbWF0cGxvdGxpYi5vcmcvlcelbwAAAAlwSFlzAAAPYQAAD2EBqD+naQ
benchmarks/metrics.ipynb, line 1618
"image/png": "iVBORw0KGgoAAAANSUhEUgAAAqIAAAJMCAYAAAAhT8QBAAAAOnRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjExLjAsIGh0dHBzOi8vbWF0cGxvdGxpYi5vcmcvlcelbwAAAAlwSFlzAAAPYQAAD2EBqD+naQ
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 f012d27791dc. can delete files. can reach a host that is not written as a fixed address. reads a credential or environment file. contains an encoded blob in a file that should be readable.
Date and source
Date checked:
github.com
Commit graded: f012d27791dc349826a63a490952c8a6b95a0440
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