AI Analysis
The package exhibits a high credential risk due to suspicious file access patterns, while other risks remain low. This behavior raises concerns about potential credential harvesting.
- High credential risk due to inclusion of '../../etc/passwd' in the regions list.
- Low network and shell execution risks.
Per-check LLM notes
- Network: No network calls detected, which is normal if the package does not require external API interactions.
- Shell: No shell execution patterns detected, indicating the package likely does not execute system commands.
- Obfuscation: The observed pattern is a common technique to extend a package's import path and does not necessarily indicate malicious activity.
- Credentials: The inclusion of '../../etc/passwd' in the regions list is highly suspicious and likely indicates an attempt to harvest system credentials.
- Metadata: The author has only one package, which may indicate a new or less active account but does not necessarily suggest malintent.
Package Quality Overall: Medium (6.6/10)
Test suite present — 15 test file(s) found
Test runner config found: pyproject.toml15 test file(s) detected (e.g. __init__.py)
Some documentation present
Documentation URL: "Documentation" -> https://awslabs.github.io/mcp/servers/aws-iac-mcp-server/Detailed PyPI description (13798 chars)
No contributing guide or governance files found
No CONTRIBUTING, CODE_OF_CONDUCT, or governance files found
Partial type annotation coverage
19 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)
, regions=['us-east-1', '../../etc/passwd']) assert isinstance(result, dict) def test_sq
No typosquatting candidates detected
Email domain looks legitimate: amazon.com>
All external links appear legitimate
Repository awslabs/mcp appears legitimate
1 maintainer concern(s) found
Author "Amazon Web Services" appears to have only 1 package on PyPI (new or inactive account)
No known vulnerabilities found in OSV database.
AI App Starter Prompt
Develop a comprehensive tool named 'CloudFormation Validator' using Python and the 'awslabs.aws-iac-mcp-server' package. This tool aims to simplify the process of validating, ensuring compliance, and troubleshooting issues related to AWS CloudFormation templates. The application should provide a user-friendly interface for uploading CloudFormation templates, validating them against AWS standards, checking their compliance with organizational policies, and offering insights into potential deployment issues. Key Features: 1. Template Upload: Allow users to upload their CloudFormation templates via a simple command-line interface or a web-based frontend. 2. Validation: Use the 'awslabs.aws-iac-mcp-server' package to validate the uploaded templates, ensuring they adhere to AWS best practices and syntax rules. 3. Compliance Checking: Integrate the compliance checking feature of the package to verify if the templates comply with specified organizational policies and security guidelines. 4. Troubleshooting: Implement the deployment troubleshooting capabilities provided by the package to identify and suggest solutions for common deployment issues within the templates. 5. Reporting: Generate detailed reports summarizing the validation results, compliance status, and troubleshooting suggestions for each uploaded template. 6. User Interface: Design both a CLI and a basic web interface for ease of use. The 'awslabs.aws-iac-mcp-server' package will be utilized extensively throughout the development process. It will serve as the backbone for all validation, compliance checking, and troubleshooting functionalities. Developers should explore the package documentation thoroughly to understand its APIs and integrate them effectively into the application. Additionally, consider implementing error handling mechanisms to ensure smooth operation even when dealing with complex or erroneous templates.
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