Galaxy-Dawn/claude-scholar

Semi-automated research assistant for academic research and software development. Supports Claude Code, Codex CLI, Kimi Code CLI, and OpenCode across ideation, coding, experiments, writing, and publication.

4,559 starsPythonMITacademic-researchai-agentsclaudeclaude-code

REVIEWED76/100

Scanned 2026-07-09 · deepseek v1

Dimension breakdown

Security

72/100

6 findings

Quality

72/100

No findings

License

90/100

No findings

Completeness

75/100

No findings

Findings (6)

MEDIUM: 3LOW: 2INFO: 1

MEDIUMsecurityInstaller runs shell scripts from /tmp without integrity verification
MEDIUMsecurityPotential path traversal in kb_common.py registry functions
MEDIUMsecurityNo input sanitization in `section_and_row_for_relpath`
LOWsecurityUse of `subprocess` with shell=False but no input validation
LOWsecurityNo rate limiting or access control on MCP server endpoints

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