AI Analysis
The package exhibits moderate risks due to potential shell execution vulnerabilities and credential harvesting attempts, though no concrete malicious activity has been confirmed.
- Shell execution without proper validation
- Potential credential harvesting attempts
Per-check LLM notes
- Network: No network calls detected, which is not unusual.
- Shell: Shell execution is observed, likely for local Git operations. However, the lack of proper input validation and output handling could pose a risk.
- Obfuscation: No obfuscation patterns detected in the code.
- Credentials: The presence of traversal segments like '../../etc/passwd' may indicate potential risk for credential harvesting or file access vulnerabilities, but it could also be part of a legitimate path manipulation process.
- Metadata: The package shows signs of potential lack of maintenance and authorship issues, raising some suspicion but not conclusive evidence of malice.
Package Quality Overall: Low (3.8/10)
Partial test coverage signals detected
Test runner config found: pyproject.toml
Some documentation present
Detailed PyPI description (8898 chars)
No contributing guide or governance files found
No CONTRIBUTING, CODE_OF_CONDUCT, or governance files found
Partial type annotation coverage
188 type-annotated function signatures detected in source
Unable to verify contributor count: no GitHub repository found
No GitHub repository linked — contributor count unavailable
Heuristic Checks
No suspicious network call patterns found
No obfuscation patterns detected
Found 6 shell execution pattern(s)
try: result = subprocess.run( cmd, capture_output=True,demand fetch. subprocess.run( clone_args, capturetry: subprocess.run( [, no network) subprocess.run( [ git_exe,): subprocess.run( [specific SHA subprocess.run( [ git_exe,
Found 1 credential access pattern(s)
raversal segments (e.g. "../../etc/passwd"). normalised = posixpath.normpath(mapp
No typosquatting candidates detected
Email domain looks legitimate: example.com>
All external links appear legitimate
No GitHub repository linked
No GitHub repository link found
2 maintainer concern(s) found
Author name is missing or very shortAuthor "" appears to have only 1 package on PyPI (new or inactive account)
No known vulnerabilities found in OSV database.
AI App Starter Prompt
Your task is to create a command-line utility named 'MCPConfigurator' using the Python package 'apm-cli'. This utility will simplify the process of configuring applications for the MCP (Multi-Cloud Platform) environment, making it easier for developers and DevOps engineers to manage their configurations across different cloud environments. The utility should have the following core functionalities: 1. **Initialization**: Allow users to initialize a new MCP configuration project by generating a default configuration file based on specified parameters like cloud provider, deployment region, and application type. 2. **Configuration Management**: Provide commands to add, modify, and delete configuration settings within the MCP configuration file. This includes managing secrets, environment variables, and other deployment-related settings. 3. **Validation**: Implement a feature to validate the configuration file against predefined schemas to ensure it meets the requirements for deployment. 4. **Deployment Preparation**: Offer a command to prepare the configuration for deployment, which may involve tasks such as merging local configurations with remote ones, resolving conflicts, and generating deployment scripts. 5. **Documentation**: Automatically generate documentation for the configuration file, detailing all the settings and their purposes. For each functionality, describe how the 'apm-cli' package is utilized to achieve the desired outcome. For example, when initializing a new project, you might use 'apm-cli' to interact with the MCP API to fetch templates or default configurations. When validating the configuration, 'apm-cli' could provide validation rules or schemas. Additionally, include a brief explanation of how 'apm-cli' enhances the development and management of MCP configurations, focusing on its role in streamlining processes and improving efficiency. Finally, ensure your utility is user-friendly, providing clear error messages and helpful prompts throughout the configuration process.
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