qdrant-mcp

MCP server for document ingestion and semantic search on Qdrant. Enables ingesting local documents, generating embeddings with OpenAI, and performing vector search with metadata filters.

→ msstnk/qdrant-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.

✅

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/msstnk-qdrant-mcp-78a2tx)](https://m8ven.ai/mcp/msstnk-qdrant-mcp-78a2tx)

commit: ded34e98c0d2e723ce3421e1bcb96c0e3321f717

code hash: 71e253cfc384f4e98493ec2eed7509863be80776d229d606a9d7dae2bf1ae141

verified: 6/10/2026, 10:44:40 AM

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