local-rag-mcp-server

Item: local-rag-mcp-server
Rating: 67
Author: M8ven

A fully offline local RAG server that utilizes ChromaDB and Ollama to index and query PDF, text, and Markdown documents. It allows users to manage local knowledge bases and perform semantic searches with AI-generated responses.

→ n-irei/local-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.

// required environment variables

This server reads these from process.env. You'll be asked to provide them before it can run.

configCHROMA_DB_PATH— "": "C:\\Users\\pcuser\\Documents\\project\\local-rag-mcp-server\\chroma_db",

configEMBED_MODEL— "": "nomic-embed-text",

configLLM_MODEL— "": "qwen3.5:9b",

configCOLLECTION_NAME— documents ChromaDB コレクション名

configOLLAMA_HOST— "": "http://localhost:11434"

// 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 6 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/n-irei-local-rag-mcp-server-1b6x7h)](https://m8ven.ai/mcp/n-irei-local-rag-mcp-server-1b6x7h)

commit: a9ba8ed690394efdec8db70dbf87e9c7eb1f1465

code hash: 8d6f8ffec661dc69a5db921240db1ea5607d325315170057c34486f38d2fdf3a

verified: 6/16/2026, 12:00:19 PM

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