AI Analysis
The package shows low risk indicators across all categories with no evidence of malicious behavior or supply-chain attacks.
- No network calls detected.
- No shell execution patterns.
- Likely standard obfuscation technique used.
- Credentials interaction described in comments.
Per-check LLM notes
- Network: No network calls detected, which is normal for packages that don't require external API interactions.
- Shell: No shell execution patterns detected, indicating the package does not execute system commands.
- Obfuscation: The observed pattern is likely a standard method to extend package paths and does not indicate malicious obfuscation.
- Credentials: The description seems to be part of the package's documentation or comments, indicating how it interacts with AWS credentials, rather than harvesting them.
- Metadata: The author has only one package, suggesting a potentially new or less active account, but no other red flags are present.
Package Quality Overall: Medium (6.6/10)
Test suite present — 35 test file(s) found
Test runner config found: conftest.pyTest runner config found: conftest.pyTest runner config found: pyproject.toml35 test file(s) detected (e.g. __init__.py)
Some documentation present
Documentation URL: "docs" -> https://awslabs.github.io/mcp/servers/aws-network-mcp-serverDetailed PyPI description (9419 chars)
No contributing guide or governance files found
No CONTRIBUTING, CODE_OF_CONDUCT, or governance files found
Partial type annotation coverage
14 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)
tials configured (env vars, ~/.aws/credentials, or IAM role) - Flow logs require CloudWatch Logs confi
No typosquatting candidates detected
Email domain looks legitimate: amazon.fi>
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
Create a Python-based mini-application named 'NetworkMCPMonitor' that leverages the 'awslabs.aws-network-mcp-server' package to monitor and manage network configurations within an AWS environment. This application should provide real-time insights into network changes and allow users to apply configuration updates directly from the command line interface (CLI). The application should include the following core functionalities: 1. **Real-Time Monitoring**: Continuously monitor network configurations using the MCP server provided by 'awslabs.aws-network-mcp-server'. Display any detected changes in a user-friendly format. 2. **Configuration Update**: Allow users to update network configurations directly through the CLI. The application should validate the input against AWS best practices before applying the changes. 3. **Historical Logs**: Maintain a log of all changes made to the network configurations over time. Users should be able to review these logs via the CLI. 4. **Alert System**: Implement a basic alert system that notifies users via email whenever significant changes are detected in the network configurations. 5. **User Authentication**: Ensure that only authorized users can access and modify the network configurations. Use AWS IAM roles for authentication. To achieve these goals, you will need to utilize the 'awslabs.aws-network-mcp-server' package as follows: - Set up an MCP server instance using the package to continuously listen for network configuration updates. - Integrate the MCP server with the CLI to enable real-time monitoring and configuration updates. - Use the package's APIs to fetch and modify network configurations securely. Your task is to design and implement a fully functional version of 'NetworkMCPMonitor', ensuring it meets the outlined requirements and provides a seamless user experience.
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