MCP Knowledge Service

Provides hybrid retrieval (dense + BM25 + RRF) with collection-based isolation and document ingestion for private knowledge access via MCP.

→ hyh0620/mcp-knowledge-service · 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.

🔐

You'll be asked for 3 credentials: AZURE_OPENAI_API_KEY, OPENAI_API_KEY, DEEPSEEK_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.

🔐 secretAZURE_OPENAI_API_KEY

🔐 secretOPENAI_API_KEY

configAZURE_OPENAI_ENDPOINT

configOLLAMA_BASE_URL

🔐 secretDEEPSEEK_API_KEY

// 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/hyh0620-mcp-knowledge-service-168rkd)](https://m8ven.ai/mcp/hyh0620-mcp-knowledge-service-168rkd)

commit: 2d950f7ccd9cdbf18c75bed1ba59b1f65f6197ac

code hash: 7ffcac059ac92a843d08e05acfc9ebb77a331f2c1a21ce4b23cbf2b7d5e32557

verified: 7/7/2026, 10:02:37 AM

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