scientific-papers-mcp

Enables semantic search across scientific papers in your Zotero library with hybrid search, incremental indexing, and cross-encoder reranking.

→ tofunori/scientific-papers-mcp · listed on glama

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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.

// 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 5 concrete improvements we can share with the publisher of this MCP. Each comes with specific guidance to raise the trust score.

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[![M8ven Score](https://m8ven.ai/badge/mcp/tofunori-scientific-papers-mcp-1tsa3l)](https://m8ven.ai/mcp/tofunori-scientific-papers-mcp-1tsa3l)

commit: 612a3dc5e57122a510b372f29b8b2caa3de7e63e

code hash: c36b3930e80b55db420b661cf35838c11962bd3c1b66f337a975d8d604d66e0e

verified: 6/21/2026, 10:29:24 AM

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