mcp-rag-assistant

Item: mcp-rag-assistant
Rating: 69
Author: M8ven

Provides RAG-based knowledge retrieval and document management as MCP tools, supporting hybrid search, reranking, and retrieval process visualization.

→ EdwinIN01/mcp-rag-assistant · 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 2 credentials: LLM_API_KEY, EMBEDDING_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.

configLLM_API_BASE

🔐 secretLLM_API_KEY

configLLM_MODEL

configUSE_LOCAL_EMBEDDING

configLOCAL_EMBEDDING_MODEL

configEMBEDDING_API_BASE

🔐 secretEMBEDDING_API_KEY

configEMBEDDING_MODEL

configHF_HUB_OFFLINE

configRERANKER_MODEL

configCHROMA_PERSIST_DIR

configDOCS_DIR

configTRANSFORMERS_OFFLINE

// 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 5 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/edwinin01-mcp-rag-assistant-1trjk1)](https://m8ven.ai/mcp/edwinin01-mcp-rag-assistant-1trjk1)

commit: 7970e07e5d2f6724fc9646e119245fcc0699ead9

code hash: dba8427db7180d5925074e1325f0a62d94a2a23ff18fe7cb297bc17a3842f91b

verified: 7/6/2026, 10:37:06 AM

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