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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.
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// key findings
✅
No credential exfiltration, no sensitive file access, no obfuscation
Static analysis found nothing flowing your secrets to unexpected places.
✅
Open source with a license and README
Anyone can audit the code, the license is declared, and the publisher documents what it does.
// full audit trail
The full breakdown of what we checked, the deductions that landed, the network hosts, the dependency advisories, and concrete fix guidance is available to verified publishers.
// improvement guidance — verified publishers only
We have 1 concrete improvement we can share with the publisher of this MCP. Each comes with specific guidance to raise the trust score.
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[](https://m8ven.ai/mcp/llmsresearch-paperbanana-kaohn4)commit: 8b4745ad302439eded5884c9ec77412d99931047
code hash: 0bc91d6f6f535aa78165ac5e5855dfa1467e3d5f7e839d08db232f946fad7ddf
verified: 6/14/2026, 10:12:51 AM