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18 days ago

glama

Paper Research Helper

Item: Paper Research Helper
Rating: 69
Author: M8ven

Enables searching, ingesting, and querying academic papers using natural language, with integration to arXiv and Semantic Scholar.

→ Gunnar-Stunnar/Paper_Research_Helper · 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.

🔐

You'll be asked for 5 credentials: AURORA_PASSWORD, BEDROCK_API_KEY, ANTHROPIC_API_KEY, PG_PASSWORD, OPENAI_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.

configVECTORSTORE_PATH

configAURORA_USE_IAM

configAURORA_HOST

configAURORA_USER

configAURORA_DATABASE

configAWS_REGION

configAURORA_PORT

🔐 secretAURORA_PASSWORD

🔐 secretBEDROCK_API_KEY

configBEDROCK_MODEL_ID

configBEDROCK_REGION

configBEDROCK_TEMPERATURE

configBEDROCK_MAX_TOKENS

configAWS_PROFILE

configCLAUDE_MODEL

🔐 secretANTHROPIC_API_KEY

configCLAUDE_TEMPERATURE

configCLAUDE_MAX_TOKENS

configPG_HOST

configPG_PORT

configPG_USER

🔐 secretPG_PASSWORD

configPG_DATABASE

configLOCAL_EMBED_MODEL

configAWS_ACCESS_KEY_ID

🔐 secretOPENAI_API_KEY— edit .env and set at minimum

configOPENAI_MODEL

// 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.

// embed badge in your README

[![M8ven Score](https://m8ven.ai/badge/mcp/gunnar-stunnar-paper-research-helper-1ilc4g)](https://m8ven.ai/mcp/gunnar-stunnar-paper-research-helper-1ilc4g)

commit: 15c737990bb92155e7b9e88ab08c62c7c22bd490

code hash: 481b82da4ed55bc9349b873c3a2a17863f18f1f05835cd8c86d6f5822de5f1ce

verified: 7/13/2026, 9:48:45 AM

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