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glama

qmcp

Semantic search server for code and documentation using Qdrant vector database. Supports multi-language indexing, live updates, and natural language queries.

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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.
// embed badge in your README
[![M8ven Score](https://m8ven.ai/badge/mcp/bigkaa-qmcp-1k1aqz)](https://m8ven.ai/mcp/bigkaa-qmcp-1k1aqz)
commit: 49e0e00da80238c2a4e78d78219ada49124b1de1
code hash: 0648bb60fe9ad0fd1f6639187de1f185a0d998715a22668f5b3cc76f6d442b7e
verified: 6/13/2026, 9:55:18 AM
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