Research Server

Item: Research Server
Rating: 54
Author: M8ven

Enables searching arXiv papers and retrieving paper metadata through MCP tools.

→ akhileshvj/MCPChatbotForPapers · listed on glama

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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 64: 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.

// 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/akhileshvj-mcpchatbotforpapers-bbyicm)](https://m8ven.ai/mcp/akhileshvj-mcpchatbotforpapers-bbyicm)

commit: 77b56c30b350046dcf54809d90ba984aef10514f

code hash: a89f1c5bd5e7ab5947299ced98f15e801c5c8247caa710325f49958ca7f503d4

verified: 6/18/2026, 10:51:45 AM

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