ScholarAgent RAG MCP Server

Item: ScholarAgent RAG MCP Server
Rating: 71
Author: M8ven

A focused local-paper RAG MCP server that imports PDFs, indexes them into SQLite and ChromaDB, and retrieves section-aware paper chunks for use with Claude Code, Codex, or any MCP client.

→ NacyZh/MCP_Server_for_papers · listed on glama

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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.

// required environment variables

This server reads these from process.env. You'll be asked to provide them before it can run.

configRAG_LOG_FILE

configRAG_LOG_DIR

configRAG_LOG_LEVEL

// 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 2 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/nacyzh-mcp-server-for-papers-3scppq)](https://m8ven.ai/mcp/nacyzh-mcp-server-for-papers-3scppq)

commit: d47f40623167b5257481da6f563822f8f3368a97

code hash: 3d4106147c29b29a94d0e1dc269a37e73aa6acaeffe88121aaddbb4f4a0b694a

verified: 6/25/2026, 9:50:20 AM

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