semanticscholar-mcp

Item: semanticscholar-mcp
Rating: 69
Author: M8ven

Provides access to the Semantic Scholar Academic Graph API, enabling search and retrieval of papers, authors, citations, and related academic data.

→ dam2452/semanticscholar-mcp · listed on glama

Is this your MCP?

Claim it to get a verified publisher badge, a free copy of our full audit findings, and direct contact for any high-priority issues we find.

Install from

Glama

M8ven verifies MCPs across every public registry — install directly from whichever one you prefer.

// 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— yes Semantic Scholar API key, sent as the x-api-key header

// 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/dam2452-semanticscholar-mcp-1dsfn5)](https://m8ven.ai/mcp/dam2452-semanticscholar-mcp-1dsfn5)

commit: ae2eadf2f1ac3918d478cab1a641213a0aeb4ec5

code hash: fbec30d16f0158d9c4a8aed3ecfcac6aca61f45e845183e3e1b9ecb535c0c532

verified: 7/31/2026, 9:00:49 AM

view raw JSON →