Semantic Scholar MCP Server

Item: Semantic Scholar MCP Server
Rating: 69
Author: M8ven

Enables searching and retrieving academic papers, authors, citations, and recommendations from Semantic Scholar via MCP.

→ HenryKautz/semantic_scholar_ngrok_mcp_server · 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 1 credential: S2_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.

🔐 secretS2_API_KEY— export ="your-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/henrykautz-semantic-scholar-ngrok-mcp-server-arxnm5)](https://m8ven.ai/mcp/henrykautz-semantic-scholar-ngrok-mcp-server-arxnm5)

commit: c54bbdbf950aa2aef872f94049b5f03407d0a39e

code hash: 268675e4b0b9f299ac80c32793456e1d9e3e30e90be228e1f4646e074c91b027

verified: 6/23/2026, 10:19:33 AM

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