AI Analysis
The package shows low risks across all categories analyzed, with no signs of network calls, shell execution, or credential harvesting. The moderate metadata and obfuscation risks do not raise significant concerns.
- Low risk scores across all categories
- No detected network calls or shell executions
- Maintainer has only one package, indicating possibly new or less active account
Per-check LLM notes
- Network: No network calls detected, which is normal if the package does not require internet access.
- Shell: No shell execution patterns detected, indicating no unexpected system command executions.
- Obfuscation: The observed pattern is a common method for extending package paths and does not inherently indicate malicious intent.
- Credentials: No patterns indicative of credential harvesting were found.
- Metadata: The maintainer has only one package, which may indicate a new or less active account, but no other red flags are present.
Package Quality Overall: Medium (6.6/10)
Test suite present — 4 test file(s) found
Test runner config found: pyproject.toml4 test file(s) detected (e.g. test_context.py)
Some documentation present
Documentation URL: "docs" -> https://awslabs.github.io/mcp/servers/iam-mcp-server/Detailed PyPI description (20033 chars)
No contributing guide or governance files found
No CONTRIBUTING, CODE_OF_CONDUCT, or governance files found
Partial type annotation coverage
45 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
No credential harvesting patterns detected
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" 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 'IAM Manager' that leverages the 'awslabs.iam-mcp-server' package to manage AWS Identity and Access Management (IAM) resources efficiently. Your goal is to build a user-friendly interface where administrators can easily create, update, delete, and query IAM users, roles, policies, and permissions directly from the command line or a web interface. ### Key Features: 1. **User Management:** Allow users to create new IAM users, set their access keys, and manage their security credentials. 2. **Role Management:** Enable administrators to define new roles, attach policies to these roles, and manage role trust relationships. 3. **Policy Management:** Provide tools to create, modify, and delete IAM policies, ensuring they align with the organization's security standards. 4. **Permission Management:** Implement functionality to manage permissions attached to users and roles, including listing and updating permissions. 5. **Query Interface:** Develop a robust query mechanism to retrieve information about existing IAM resources, such as user details, role policies, and permission sets. 6. **Security Best Practices:** Ensure all operations follow best practices for IAM management, including secure handling of credentials and minimizing permission scope. 7. **Logging and Auditing:** Integrate logging capabilities to track all changes made through the application, aiding in compliance and auditing processes. 8. **Web Interface (Optional):** As an advanced feature, consider building a simple web interface using Flask or Django, allowing non-technical users to interact with the IAM resources more intuitively. ### Utilization of 'awslabs.iam-mcp-server': - Use the 'awslabs.iam-mcp-server' package as the backend service to handle all IAM resource interactions, ensuring seamless integration with AWS services. - Leverage the package's functionalities to authenticate requests, manage sessions, and securely transmit data between the client and the AWS IAM service. - Implement error handling and exception management within your application to gracefully deal with any issues arising from the interaction with the AWS IAM service via 'awslabs.iam-mcp-server'. - Ensure that your application provides clear, concise feedback to users about the status of their IAM operations, making it easy to diagnose and resolve issues. Your task is to design and implement this mini-application, paying close attention to usability, security, and efficiency. Document your development process and provide clear instructions for deploying and running the application.
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