mcpRAG

rag using Ollama as emebddings, gemini as LLM and MCP server for agentic use

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mcp.so

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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 1 credential: GEMINI_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.

🔐 secretGEMINI_API_KEY— your_gemini_api_key_here

// 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 2 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/rajagopal17-mcprag-0d5qiu)](https://m8ven.ai/mcp/rajagopal17-mcprag-0d5qiu)

commit: 046bcc25ef12e112314284eaf96e207113d6045c

code hash: 42075808879d57a6506999a1259fc7abe679b2aed2acb8c9a6117274579351b4

verified: 6/17/2026, 11:44:53 AM

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