rag-mcp

Item: rag-mcp
Rating: 73
Author: M8ven

Minimal RAG-over-a-corpus MCP retrieval: search_knowledge returns cited chunks. Local embeddings.

→ jaimenbell/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_MCP_CORPUS_ROOT— , RAG_MCP_DB_PATH, RAG_MCP_COLLECTION, RAG_MCP_EMBEDDER

configRAG_MCP_DB_PATH— RAG_MCP_CORPUS_ROOT, , RAG_MCP_COLLECTION, RAG_MCP_EMBEDDER

configRAG_MCP_COLLECTION— RAG_MCP_CORPUS_ROOT, RAG_MCP_DB_PATH, , RAG_MCP_EMBEDDER

configRAG_MCP_EMBEDDER— Embeddings local ONNX all-MiniLM-L6-v2 (384-dim, CPU, $0) -- default. bge-large-en-v1.5 (1024-dim, 512-token context) available opt-in via =bge; see [CUTOVER.md](./CUTOVER.md).

// 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 3 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/jaimenbell-rag-mcp-1j4pwp)](https://m8ven.ai/mcp/jaimenbell-rag-mcp-1j4pwp)

commit: 47944d4f2482a99be400d283b1e15b8023b8fbda

code hash: 361acbbb5e0f274d27d484771f0b4dffabe0fce9d5b31d645045c78814ca6b4d

verified: 7/25/2026, 8:41:05 AM

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