AI Analysis
The package shows minimal risk indicators with no network or shell execution activities and lacks any obfuscation or credential harvesting techniques. The metadata risk is slightly elevated due to sparse author information, but there are no clear signs of malicious activity.
- No network calls detected
- Author metadata is sparse
Per-check LLM notes
- Network: No network calls detected; typically expected unless the package is designed to be fully offline.
- Shell: No shell execution patterns detected; indicates the package does not execute external commands.
- Obfuscation: No obfuscation patterns detected, indicating low risk.
- Credentials: No secret harvesting patterns detected, indicating low risk.
- Metadata: The author's information is sparse, suggesting potential low credibility, but there are no clear signs of malicious intent.
Package Quality Overall: Low (4.6/10)
No test suite detected
No test files or test-runner configuration detected
Some documentation present
Brief PyPI description (580 chars)
No contributing guide or governance files found
No CONTRIBUTING, CODE_OF_CONDUCT, or governance files found
Partial type annotation coverage
Classifier: Typing :: Typed
Active multi-contributor project
6 unique contributor(s) across 100 commits in AgoraIO-Conversational-AI/agent-server-sdk-pythonActive community — 5 or more distinct contributors
Heuristic Checks
No suspicious network call patterns found
No obfuscation patterns detected
No shell execution patterns detected
No credential harvesting patterns detected
No typosquatting candidates detected
No author email provided
All external links appear legitimate
Repository AgoraIO-Conversational-AI/agent-server-sdk-python appears legitimate
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
Build a simple Python application using the agora-agent-server-sdk package to demonstrate its core features.