🤖 AI Analysis

Final verdict: SUSPICIOUS

The package shows signs of potential risks due to its use of shell=True, which can lead to command injection vulnerabilities, and suspicious metadata such as non-HTTPS links and missing maintainer information.

High shell risk
Suspicious metadata

Per-check LLM notes

Network: The use of aiohttp.ClientSession indicates the package makes network requests, which is common but should be reviewed for unexpected destinations.
Shell: The presence of shell=True suggests potential execution of system commands, which could indicate a risk if not properly sanitized or intended.
Obfuscation: No obfuscation patterns detected, indicating low risk of malicious activity.
Credentials: No credential harvesting patterns detected, suggesting no immediate risk to secrets or credentials.
Metadata: Suspicious non-HTTPS links and lack of maintainer information suggest potential risk.

📦 Package Quality Overall: Low (4.4/10)

✦ High Test Suite 9.0

Test suite present — 9 test file(s) found

9 test file(s) detected (e.g. test_authorization.py)

◈ Medium Documentation 5.0

Some documentation present

Detailed PyPI description (15399 chars)

○ Low Contributing Guide 2.0

No contributing guide or governance files found

No CONTRIBUTING, CODE_OF_CONDUCT, or governance files found

◈ Medium Type Annotations 5.0

Partial type annotation coverage

201 type-annotated function signatures detected in source

○ Low Multiple Contributors 1.0

Unable to verify contributor count: no GitHub repository found

No GitHub repository linked — contributor count unavailable

🔬 Heuristic Checks

⚠ Outbound Network Calls score 9.0

Found 6 network call pattern(s)

: self._session = aiohttp.ClientSession() self._owns_session = True return self.
nt_secret async with aiohttp.ClientSession() as session: async with session.post(
s else [] async with aiohttp.ClientSession() as http: protected_resource_metadata_url = (
True self._session = aiohttp.ClientSession() self._context = context async def client_mess
ve_once()) async with aiohttp.ClientSession() as session: response = await session.post(
try: async with aiohttp.ClientSession() as session: get_response = await session.get(

✓ Code Obfuscation

No obfuscation patterns detected

⚠ Shell / Subprocess Execution score 2.0

Found 1 shell execution pattern(s)

lientTransport.__name__} when shell=True, command must be a single string or list[str] with 1 elemen

✓ Credential Harvesting

No credential harvesting patterns detected

✓ Typosquatting

No typosquatting candidates detected

✓ Registered Email Domain

No author email provided

⚠ Suspicious Page Links score 6.0

Found 3 suspicious link(s) on the package page

Non-HTTPS external link: http://127.0.0.1:8000/mcp
Non-HTTPS external link: http://127.0.0.1:8000/mcp`
Non-HTTPS external link: http://remote-server/mcp

✓ Git Repository History

No GitHub repository linked

No GitHub repository link found

⚠ Maintainer History score 6.0

3 maintainer concern(s) found

Author name is missing or very short
Author "" appears to have only 1 package on PyPI (new or inactive account)
Package has no PyPI classifiers (low effort / metadata quality)

✓ Known CVE Vulnerabilities

No known vulnerabilities found in OSV database.

💡 AI App Starter Prompt

Use this prompt to build a project with aiomcp

Create a fully functional mini-application that leverages the 'aiomcp' Python package to manage Minecraft server plugins in a high-performance, asynchronous manner. Your application should allow users to perform various actions such as installing, updating, and uninstalling plugins on their Minecraft server. Additionally, the application should provide real-time status updates about plugin operations and maintain a history of all changes made to the server's plugin directory.

### Features:
1. **Plugin Management**: Users should be able to install new plugins from a provided URL, update existing ones, and uninstall them if necessary.
2. **Real-Time Status Updates**: Provide live feedback on the progress of plugin installation, update, or uninstallation processes.
3. **History Log**: Maintain a log of all plugin-related activities, including timestamps and details of each action performed.
4. **User Interface**: Develop a simple CLI interface for interacting with the application.
5. **Error Handling**: Implement robust error handling to gracefully manage issues like network errors, invalid URLs, and file corruption.
6. **Configuration Settings**: Allow users to configure settings such as the path to the server's plugin directory and preferred logging level.

### Utilization of 'aiomcp':
- Use 'aiomcp' for its asynchronous capabilities to handle I/O-bound tasks efficiently, such as downloading files and communicating with the server.
- Leverage 'aiomcp' to monitor the server's plugin directory for changes in real-time, ensuring your application stays up-to-date with any modifications made by other means.
- Employ 'aiomcp' to interact with Minecraft server APIs asynchronously, enhancing the performance of your application when performing operations that require communication with the server.