rag-mcp-server

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

Enables hybrid vector and keyword search over Azure AI Search indexes via an MCP tool, supporting query with embedding generation.

→ Hizafa-Nadeem/rag-mcp-server · 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: AZURE_SEARCH_API_KEY, AZURE_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.

configAZURE_SEARCH_ENDPOINT— Azure AI Search service endpoint

configAZURE_SEARCH_INDEX_NAME— Name of the search index to query

🔐 secretAZURE_SEARCH_API_KEY— Azure AI Search admin or query key

configAZURE_OPENAI_ENDPOINT— Azure OpenAI resource endpoint

🔐 secretAZURE_EMBEDDING_API_KEY— API key for the embedding deployment

configAZURE_OPENAI_EMBEDDING_DEPLOYMENT— Embedding model deployment 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 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/hizafa-nadeem-rag-mcp-server-15a9z0)](https://m8ven.ai/mcp/hizafa-nadeem-rag-mcp-server-15a9z0)

commit: 9b2f0105c116ae9d0dc4db9f0bbf2a253cbfd609

code hash: 342a1d7be1405e55dfb068ccda3cd73447e599a4b3b1c39968c1d8e2bb426c99

verified: 7/12/2026, 8:34:25 AM

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