AI Analysis
The package shows signs of potential credential harvesting, which significantly elevates its risk level despite having low scores in other categories. Further investigation is required.
- High credential risk
- Unusual absence of network calls
Per-check LLM notes
- Network: Low risk as no network calls were detected; however, absence of network calls might be unusual if the package is intended to interact with AWS services.
- Shell: Very low risk as shell execution was not detected.
- Obfuscation: The observed pattern is commonly used for extending package paths and does not inherently indicate malicious intent.
- Credentials: The detected pattern appears to be an attempt to execute a command that could potentially harvest system credentials, indicating high risk.
- Metadata: The author has only one package, which might indicate a new or less active account, but no other suspicious flags are present.
Package Quality Overall: Medium (7.0/10)
Test suite present — 19 test file(s) found
Test runner config found: conftest.pyTest runner config found: pyproject.toml19 test file(s) detected (e.g. __init__.py)
Some documentation present
Documentation URL: "docs" -> https://awslabs.github.io/mcp/servers/aws-iot-sitewise-mcp-sDetailed PyPI description (29000 chars)
No contributing guide or governance files found
No CONTRIBUTING, CODE_OF_CONDUCT, or governance files found
Partial type annotation coverage
Type checker (mypy / pyright / pytype) referenced in project59 type-annotated function signatures detected in source
Active multi-contributor project
42 unique contributor(s) across 100 commits in awslabs/mcpActive community — 5 or more distinct contributors
Heuristic Checks
No suspicious network call patterns found
Found 1 obfuscation pattern(s)
amespace packages. __path__ = __import__('pkgutil').extend_path(__path__, __name__) # Copyright Amazon.com, In
No shell execution patterns detected
Found 1 credential access pattern(s)
te_string_for_injection('`cat /etc/passwd`') with pytest.raises(ValidationError, match='comm
No typosquatting candidates detected
Email domain looks legitimate: users.noreply.github.com>
All external links appear legitimate
Repository awslabs/mcp appears legitimate
1 maintainer concern(s) found
Author "Amazon Web Services, Yuri Chamarelli" appears to have only 1 package on PyPI (new or inactive account)
No known vulnerabilities found in OSV database.
AI App Starter Prompt
Build a simple Python application using the awslabs.aws-iot-sitewise-mcp-server package to demonstrate its core features.
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