code-vector-sync

Enables semantic code search over a local codebase using Qdrant vector embeddings and OpenAI embeddings, allowing natural language queries from MCP-compatible clients like Claude Desktop.

→ Abernaughty/code-vector-sync · 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: OPENAI_API_KEY, QDRANT_API_KEY

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.

configWATCH_DIRECTORY

🔐 secretOPENAI_API_KEY— "": "your-openai-key"

configQDRANT_URL— "": "your-qdrant-url",

🔐 secretQDRANT_API_KEY— "": "your-api-key",

configCOLLECTION_NAME

// 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 4 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/abernaughty-code-vector-sync-11dz77)](https://m8ven.ai/mcp/abernaughty-code-vector-sync-11dz77)

commit: c62f08dd04cae68563bc9677b8500c1c6a2c49b0

code hash: c42647cfe36861164103f91e44268ebfdfc4e201ef08af047807eb7d7ffa9468

verified: 6/22/2026, 1:06:29 PM

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