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16 days ago
glama

Claude Desktop Research MCP Server

Enables searching, retrieving, and reading academic papers from arXiv while analyzing citation networks via Semantic Scholar. It allows users to extract full-text content from PDFs and explore references or citations sorted by impact.

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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.
🔐
You'll be asked for 2 credentials: SS_API_KEY, GOOGLE_API_KEY
These are read from process.env at runtime. Make sure you trust where they’ll be sent.
// required environment variables
This server reads these from process.env. You'll be asked to provide them before it can run.
configCACHE_DIR./.cache 외부 API 응답 디스크 캐시
configOBSIDIAN_VAULT_PATH"": "/Users/you/Documents/research-wiki",
configPDF_PATH$OBSIDIAN_VAULT_PATH/pdfs PDF 원본 저장 위치
configGEMINI_MODEL
🔐 secretSS_API_KEY"": "<optional Semantic Scholar API key>"
🔐 secretGOOGLE_API_KEY
// 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 2 concrete improvements we can share with the publisher of this MCP. Each comes with specific guidance to raise the trust score.
// embed badge in your README
[![M8ven Score](https://m8ven.ai/badge/mcp/cholhwanjung-research-mcp-cgnp5m)](https://m8ven.ai/mcp/cholhwanjung-research-mcp-cgnp5m)
commit: 9d89731ce60cd75dfe3c94c352ffa515ce86e1e1
code hash: 3c9e8d1737b7c65c6ce2f1bd1b5505d90b9972aa44c07877d8cdf8331df85f68
verified: 6/16/2026, 12:00:07 PM
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