semanticscholar-mcp

MCP server that provides Semantic Scholar academic search capabilities, including paper search, detail query, citation analysis, author search, and intelligent recommendations.

→ xbghc/semanticscholar-mcp · listed on glama

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// key findings

🚨

Known vulnerabilities in dependencies: 2 critical, 2 high

Affects packages this MCP installs at runtime. Upgrade or remove the affected dependency.

🔐

You'll be asked for 1 credential: 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.

🔐 secretSEMANTIC_SCHOLAR_API_KEY— "": "your-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 6 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/xbghc-semanticscholar-mcp-1f1pk0)](https://m8ven.ai/mcp/xbghc-semanticscholar-mcp-1f1pk0)

commit: 4070c5b0cefb2d02142dc040486e5d9c480ccf32

code hash: 6fc72536b0d2b72a51463c79333985e9c2cfac8763948b99d3a2ae4c2268a3ee

verified: 6/10/2026, 10:35:02 AM

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