Business Analytics RAG

Item: Business Analytics RAG
Rating: 71
Author: M8ven

Combines business analytics capabilities for statistical operations on CSV data with RAG-powered knowledge retrieval from business documents, supporting both Google Gemini and custom OpenAI-compatible APIs for comprehensive business intelligence workflows.

→ ansh-riyal/mcp-rag · listed on pulsemcp

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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: GEMINI_API_KEY, CUSTOM_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_MODE— export ="gemini"

🔐 secretGEMINI_API_KEY— export ="your-gemini-api-key"

configCUSTOM_API_URL— export ="http://localhost:8000"

🔐 secretCUSTOM_API_KEY— export ="your-api-key" # Optional

// 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/ansh-riyal-mcp-rag-1ul7g6)](https://m8ven.ai/mcp/ansh-riyal-mcp-rag-1ul7g6)

commit: a8d9158cae50793bf54f76d693b79bf60cc7f713

code hash: dbfca761c89a51eaa1659d9f2021b39a0abb4843d54534eee34c0a19b3eca253

verified: 6/16/2026, 12:29:17 PM

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