mcp-server-qdrant

Item: mcp-server-qdrant
Rating: 43
Author: M8ven

MCP server for Qdrant vector database with local BERT embeddings. Enables semantic search and vector storage operations through natural language.

→ vaporif/mcp-server-qdrant · 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

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// 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/vaporif-mcp-server-qdrant-10v3ny)](https://m8ven.ai/mcp/vaporif-mcp-server-qdrant-10v3ny)

commit: d8bfbce6ebb7d464aab5713b88ded88757f8e1de

code hash: b78ce64d64a74a64c66081d562bbca985f9533afb1078396c3045734b35ff4e6

verified: 6/15/2026, 2:11:51 PM

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