mcp-rag-agent

Item: mcp-rag-agent
Rating: 71
Author: M8ven

Enables document-based Q&A with multi-modal RAG, hybrid retrieval, knowledge graph reasoning, and multi-agent orchestration via MCP tools.

→ Apageoflove/mcp-rag-agent · listed on glama

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// key findings

✅

4 tools verified — handlers match their declared behaviour

4 read-only tools verified — handlers contain no write/delete/exec

✅

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.

🔐

You'll be asked for 2 credentials: MINIMAX_API_KEY, NEO4J_PASSWORD

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.

🔐 secretMINIMAX_API_KEY— 你的_MiniMax_API_Key

configMINIMAX_API_HOST

configNEO4J_URI

configNEO4J_USER

🔐 secretNEO4J_PASSWORD

configRAGAS_ENV

// 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 4 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/apageoflove-mcp-rag-agent-10cfiu)](https://m8ven.ai/mcp/apageoflove-mcp-rag-agent-10cfiu)

commit: bf6b818ed4610d4179435e7e2cf3cc7ac841d67d

code hash: 53983f31945f211179b6d0d1b616ce9d2e2543e98011fb44fd65707b3edce405

verified: 7/6/2026, 10:32:18 AM

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