Research Gap Analyzer MCP Server

Item: Research Gap Analyzer MCP Server
Rating: 69
Author: M8ven

Automates literature review, research gap detection, and novelty evaluation for academic research, providing tools to search, summarize, find gaps, generate ideas, and evaluate novelty.

→ adeelHassan123/research-assistent-mcpServer · 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 2 credentials: GEMINI_API_KEY, SEMANTIC_SCHOLAR_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.

configHOST

configPORT

🔐 secretGEMINI_API_KEY— your_gemini_key_here

🔐 secretSEMANTIC_SCHOLAR_API_KEY— optional_key_here

// 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/adeelhassan123-research-assistent-mcpserver-99rm0g)](https://m8ven.ai/mcp/adeelhassan123-research-assistent-mcpserver-99rm0g)

commit: 36e83d8a05b87d182a452539377f0a9ab09e73f4

code hash: 32fbff488c4c15e4f5d9f38811b4036f0ad8554bc0d2a651eaa889ce0a3e7568

verified: 6/19/2026, 10:57:04 AM

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