airbyte-agent-sdk

v0.1.228 safe
3.0
Low Risk

Airbyte Agent SDK: typed connectors that give AI agents access to 50+ third-party APIs

🤖 AI Analysis

Final verdict: SAFE

The package has minimal risk indicators, with no network calls, shell executions, or obfuscation detected. The metadata risk is slightly elevated due to lower maintainer activity and poor metadata quality, but there is no evidence of malicious intent.

  • Low risk of network and shell exploitation
  • No signs of code obfuscation or credential harvesting
  • Metadata quality concerns but no malicious activity detected
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 direct system command execution by the package.
  • Obfuscation: No obfuscation patterns detected, indicating low risk.
  • Credentials: No credential harvesting patterns detected, indicating low risk.
  • Metadata: The package shows signs of low maintainer activity and poor metadata quality, but there's no direct evidence of malicious intent.

📦 Package Quality Overall: Low (2.0/10)

○ Low Test Suite 1.0

No test suite detected

  • No test files or test-runner configuration detected
◈ Medium Documentation 5.0

Some documentation present

  • Detailed PyPI description (6039 chars)
○ Low Contributing Guide 2.0

No contributing guide or governance files found

  • No CONTRIBUTING, CODE_OF_CONDUCT, or governance files found
○ Low Type Annotations 1.0

No type annotations detected

  • No type annotations, py.typed marker, or stub files detected
○ 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

No suspicious network call patterns found

✓ Code Obfuscation

No obfuscation patterns detected

✓ Shell / Subprocess Execution

No shell execution patterns detected

✓ Credential Harvesting

No credential harvesting patterns detected

✓ Typosquatting

No typosquatting candidates detected

✓ Registered Email Domain

Email domain looks legitimate: airbyte.io>

✓ Suspicious Page Links

All external links appear legitimate

✓ 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 airbyte-agent-sdk 
Create a mini-application named 'DataMigrator' that leverages the 'airbyte-agent-sdk' Python package to facilitate data migration between different cloud storage services. This application will allow users to select source and destination storage services from a list of supported third-party APIs, such as Google Drive, Dropbox, AWS S3, etc., and initiate the transfer of files or directories between them.

The application should include the following core functionalities:
1. User Authentication: Allow users to authenticate with their accounts on both the source and destination services.
2. Source Selection: Provide a user-friendly interface to choose the source service from which data will be migrated.
3. Destination Selection: Similarly, provide options to select the destination service where the data will be transferred.
4. Data Transfer: Implement functionality to transfer files or directories from the selected source to the destination, ensuring that the file structure is maintained.
5. Progress Tracking: Display the progress of the data transfer, including details like the number of files processed, total size transferred, and estimated time remaining.
6. Error Handling: Gracefully handle errors during the data transfer process and notify the user appropriately.
7. Logging: Maintain logs of each data migration task for future reference and troubleshooting.

To achieve these functionalities, utilize the 'airbyte-agent-sdk' package to interact with the third-party APIs. Specifically, use the SDK's typed connectors to establish secure connections with the chosen services, retrieve metadata about the files and directories, and perform the actual data transfer operations. Ensure that your application adheres to best practices for security and privacy, especially concerning user credentials and data.

💬 Discussion Feed

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