local-rag-mcp

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

A RAG knowledge base MCP server using FastMCP and LanceDB, enabling hybrid search, document ingestion, and full MCP tool/resource/prompt support.

→ junchenghe01/local-rag-mcp · 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.

// required environment variables

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

configRAG_CHUNK_SIZE— 600 分块大小（字符数）

configRAG_CHUNK_OVERLAP— 60 块间重叠（字符数）

configEMBED_BASE_URL— =http://localhost:11434

configEMBED_MODEL_NAME— =qwen3-embedding:8b

configEMBED_TIMEOUT— 60.0 Embedding 请求超时（秒）

configRAG_HYBRID_WEIGHT— 0.7 混合检索权重 (0=纯BM25, 1=纯向量)

configLOG_LEVEL— INFO 日志级别

configMCP_TRANSPORT— $env:="stdio"; rag-mcp

configMCP_PORT— 8042 SSE 监听端口

configRAG_PROJECT_PATH— =./documents

configMCP_HOST— 127.0.0.1 SSE 监听地址

configRAG_WATCH_DEBOUNCE— 1.0 文件监控防抖间隔（秒）

// 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/junchenghe01-local-rag-mcp-1dvxdi)](https://m8ven.ai/mcp/junchenghe01-local-rag-mcp-1dvxdi)

commit: ab3521926c95acbe33ff8b12d1e90544b4c383e4

code hash: abb013d075b5299c9a1e1c2c4b552a437733250ee52f67518a5bedf1fcec91e6

verified: 7/10/2026, 10:08:41 AM

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