Trust Engine/MCP Server

llmsresearch/paperbanana

Open source implementation and extension of Google Research’s PaperBanana for automated academic figures, diagrams, and research visuals, expanded to new domains like slide generation.

2,089 starsPythonMITacademic-researcharxivgeminillm
REVIEWED83/100

Scanned 2026-07-09 · deepseek v1

Dimension breakdown

Security

65/100

10 findings

Quality

85/100

No findings

License

95/100

No findings

Completeness

95/100

No findings

Findings (10)

HIGH: 4MEDIUM: 3LOW: 2INFO: 1
  • HIGHsecurityCommand Injection via Matplotlib Code Generation
  • HIGHsecuritySSRF via User-Controlled URLs in Providers
  • HIGHsecurityPath Traversal in File Operations
  • HIGHsecurityUnsafe Deserialization of YAML/JSON Inputs
  • MEDIUMsecurityInsecure Direct Object Reference (IDOR) in Run Continuation

Detailed file:line citations + recommended fixes are visible to the maintainer of this repo after claiming the listing.

Maintainer of this repo?

Claim this listing in 30 seconds with GitHub OAuth. You'll see detailed findings, get notified about matched bounties, and can trigger re-scans on demand.

Claim listing

Embed the badge.

Drop it into your README. Every view backlinks to this verification page.

Trust badge — flat styleTrust badge — for-the-badge style

Markdown

[![Archimedes Trust](https://archimedes.market/api/badge/llmsresearch/paperbanana.svg)](https://archimedes.market/r/llmsresearch/paperbanana)

HTML

<a href="https://archimedes.market/r/llmsresearch/paperbanana"><img src="https://archimedes.market/api/badge/llmsresearch/paperbanana.svg" alt="Archimedes Trust Verified"/></a>

Similar MCP Server repos

Browse all

This report is generated automatically from public code and may be wrong. Maintainer? Request a re-scan or removal.