MCP RAG

A RAG-based knowledge base system supporting document processing, semantic search, and intelligent Q\&A with multiple AI model integrations.

→ fastmcp-me/mcp-rag · listed on glama

Is this your MCP?

Claim it to get a verified publisher badge, a free copy of our full audit findings, and direct contact for any high-priority issues we find.

Install from

Glama

M8ven verifies MCPs across every public registry — install directly from whichever one you prefer.

// 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: OPENAI_API_KEY, ARK_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.

configOPENAI_MODEL— gpt-4o-mini

configOPENAI_API_BASE— =https://ark.cn-beijing.volces.com/api/v3

configOPENAI_TEMPERATURE

🔐 secretOPENAI_API_KEY— "": "key",

🔐 secretARK_API_KEY

configOPENAI_EMBEDDING_MODEL— text-embedding-3-large

// 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/fastmcp-me-mcp-rag-urwg3l)](https://m8ven.ai/mcp/fastmcp-me-mcp-rag-urwg3l)

commit: a60352a2cb350da3b9c50482cd5d732eee5aa17d

code hash: fd2a7a2772faa9ee0cdddb00b632405d704a23a061b07a797fe55e7cc25aace1

verified: 6/15/2026, 3:12:03 PM

view raw JSON →