Muninn

Item: Muninn
Rating: 67
Author: M8ven

MCP server for querying a page-citable research knowledge base built from PDFs, with exact filename and page citations.

→ rdnpradipta/muninn · 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 2 credentials: QDRANT_API_KEY, MUNINN_PATH_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.

configPDF_DIR

configQDRANT_URL— variable your cluster URL

🔐 secretQDRANT_API_KEY— QDRANT_URL=https://xxxx.cloud.qdrant.io =... uv run push_to_cloud.py

configMUNINN_TRANSPORT

🔐 secretMUNINN_PATH_TOKEN— secret python -c "import secrets; print(secrets.token_urlsafe(24))"

configPORT

// 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/rdnpradipta-muninn-jqms5q)](https://m8ven.ai/mcp/rdnpradipta-muninn-jqms5q)

commit: dd0ddbd0e60fed7f8eadc8b8b3d52895443de50d

code hash: 08a97281d1346b6584d5ae3d8e2a0383818ecc65128926d0ff98f1f938f9f48f

verified: 7/23/2026, 9:03:56 AM

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