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1 month ago
glama

MCP Research Server (arXiv)

Enables searching and retrieving academic papers from arXiv by topic, allowing users to discover research papers and extract their metadata including titles, authors, abstracts, and PDF links through natural language queries.

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// key findings
⚠️
Tool descriptions don’t match what handlers do
1 tool describes read intent but its handler mutates — search_papers (line 48: with open(file_path, 'w') as json_file:)
No credential exfiltration, no sensitive file access, no obfuscation
Static analysis found nothing flowing your secrets to unexpected places.
// required environment variables
This server reads these from process.env. You'll be asked to provide them before it can run.
configMCP_PORT
// 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 7 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/singhangad05-mcp-research-2v7xdt)](https://m8ven.ai/mcp/singhangad05-mcp-research-2v7xdt)
commit: 28906697e0cdad19ba031a840de22478ba753be5
code hash: c2974547600d22425c9ebe301436ff9f65748f4342e6364dbdb5038c4624c388
verified: 6/18/2026, 11:31:54 AM
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