bgpt-paper-search
Search scientific papers and retrieve structured experimental data extracted from full-text studies via the BGPT MCP server. Returns 25+ fields per paper including methods, results, sample sizes, quality scores, and conclusions. Use for literature reviews, evidence synthesis, and finding experimental details not available in abstracts alone.
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Low
Low-risk findings worth noting
Low
Low-risk findings.
2 low severity findings. Worth noting, but not necessarily harmful.
W011: Third-party content exposure detected (indirect prompt injection risk).
What this means
The skill exposes the agent to untrusted, user-generated content from public third-party sources, creating a risk of indirect prompt injection. This includes browsing arbitrary URLs, reading social media posts or forum comments, and analyzing content from unknown websites.
Why it was flagged
SKILL.md specifies the agent calls the BGPT MCP tool `search_papers` against a curated database (https://bgpt.pro/mcp/sse), so outsider-authored free text is only ingested if it is returned/embedded in BGPT search results rather than from a user-posted feed or inbox.
W012: Unverifiable external dependency detected (runtime URL that controls agent).
What this means
The skill fetches instructions or code from an external URL at runtime, and the fetched content directly controls the agent’s prompts or executes code. This dynamic dependency allows the external source to modify the agent’s behavior without any changes to the skill itself.
Why it was flagged
The skill config requires running npx (remote package execution) and connects at runtime to the remote MCP endpoint https://bgpt.pro/mcp/sse (and references https://bgpt.pro/mcp), which fetches/executes remote code and provides tool responses that directly affect agent behavior.
- Repository
- K-Dense-AI/scientific-agent-skills
- Commit
b2a92ba
- Audited
- Security analysis
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