PaperMCP

Item: PaperMCP
Rating: 73
Author: M8ven

A lightweight, local, multi-project isolated paper index server that provides dual retrieval (BM25 + dense vector) via MCP, enabling agents to search and manage paper collections across isolated projects.

→ ATFfang/PaperMCP · 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.

✅

Open source with a license and README

Anyone can audit the code, the license is declared, and the publisher documents what it does.

🔐

You'll be asked for 2 credentials: PAPER_MCP_PASSWORD, PAPER_MCP_TOKEN

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.

configPAPER_MCP_USERNAME— "": "...",

🔐 secretPAPER_MCP_PASSWORD

🔐 secretPAPER_MCP_TOKEN

configPAPER_MCP_PROJECT

// 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 1 concrete improvement 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/atffang-papermcp-1mrdaz)](https://m8ven.ai/mcp/atffang-papermcp-1mrdaz)

commit: 1ed09cbb311a0d9c3566966c9eed0a3a2dbe271d

code hash: 80eb4f9c589ab997afd69d46c48999a24d983d262e2a0c14c51d501399330c01

verified: 7/16/2026, 8:40:15 AM

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