scholar-ideation

Warn

Audited by Snyk on Jul 17, 2026

Risk Level: MEDIUM
Full Analysis

MEDIUM W011: Third-party content exposure detected (indirect prompt injection risk).

  • Third-party content exposure detected (high risk: 0.85). Yes—Phase 1 performs runtime WebSearch and (optionally) full-text retrieval via Zotero MCP (mcp__zotero__get_item_fulltext), whose scraped/author-provided paper text and metadata are then synthesized into literatureResults and fed forward into later phases’ LLM context.

Issues (1)

W011
MEDIUM

Third-party content exposure detected (indirect prompt injection risk).

Audit Metadata
Risk Level
MEDIUM
Analyzed
Jul 17, 2026, 12:17 PM
Issues
1
Security Audit — snyk — scholar-ideation