AgentTeam-TaichuAI/ScienceClaw

ScienceClaw is a personal research assistant built with LangChain DeepAgents and AIO Sandbox infrastructure, adopting a completely new architecture beyond OpenClaw. It offers stronger security, better transparency, and a more user-friendly experience.

552 starsPythonai-agentbioinformaticsdata-analysisdocker

SCANNED67/100

Scanned 2026-07-14 · gemini v1

Dimension breakdown

Security

88/100

1 finding

Quality

93/100

2 findings

License

45/100

1 finding

Completeness

20/100

4 findings

Findings (8)

CRITICAL: 1HIGH: 2MEDIUM: 3LOW: 1INFO: 1

CRITICALcompletenessMissing MCP Server Installation Instructions
HIGHcompletenessMissing MCP Manifest / Configuration
HIGHcompletenessMissing package.json or Python MCP Packaging
MEDIUMsecurityDefault Administrator Credentials
MEDIUMlicenseUnidentified SPDX License with MIT Claim in README

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