qdrant-loader-mcp-server

Item: qdrant-loader-mcp-server
Rating: 45
Author: M8ven

Enables AI development tools to perform semantic search and document relationship analysis on vectorized content stored in Qdrant databases.

→ martin-papy/qdrant-loader · 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.

// 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.

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[![M8ven Score](https://m8ven.ai/badge/mcp/martin-papy-qdrant-loader-orwl0y)](https://m8ven.ai/mcp/martin-papy-qdrant-loader-orwl0y)

commit: ba1b39b1dd1e1604b429bf4b0edc223ce8674995

code hash: a10d0e9eab8512ed0043a3e22088d47a9ca048aa04508e16e8a3601310f74d29

verified: 6/13/2026, 10:20:19 AM

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