nexla-document-qa-mcp

Item: nexla-document-qa-mcp
Rating: 71
Author: M8ven

A local MCP server that answers natural language questions over a collection of research PDFs, using semantic retrieval and Gemini for grounded answers with citations.

→ PShinde630/nexla-document-qa-mcp · 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.

🔐

You'll be asked for 1 credential: GEMINI_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.

configHF_HUB_OFFLINE

configTRANSFORMERS_OFFLINE

configDATA_DIR

configCHROMA_DIR

configCHROMA_COLLECTION— document_qa

configLLM_PROVIDER

🔐 secretGEMINI_API_KEY— replace_with_your_key

configOLLAMA_MODEL

// 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 4 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/pshinde630-nexla-document-qa-mcp-f5aqln)](https://m8ven.ai/mcp/pshinde630-nexla-document-qa-mcp-f5aqln)

commit: a468599791a5529360b97c4a08858b125ea1d80d

code hash: 9534ac812381e6f66ebe84d791f0b37a5fc9f5d27cb9ccf8e96cbd18595df624

verified: 7/31/2026, 9:02:50 AM

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