RAGFlow MCP Server

Item: RAGFlow MCP Server
Rating: 69
Author: M8ven

Enables semantic retrieval and knowledge base management through the RAGFlow API, including dataset, document, chunk, chat, and graph operations.

→ Juxsta/ragflow-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.

🔐

You'll be asked for 1 credential: RAGFLOW_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.

🔐 secretRAGFLOW_API_KEY— claude mcp add ragflow -e =your-api-key -e RAGFLOW_URL=http://localhost:9380/api/v1 -- python -m src.server

configLOG_LEVEL

// 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/juxsta-ragflow-mcp-1c841b)](https://m8ven.ai/mcp/juxsta-ragflow-mcp-1c841b)

commit: f61ef1468bf9d3e7a0fa6d695abd358146fcb5b2

code hash: 87682166e77b1367c08f49a510c1c0792814bfb065e741f2a9a66909484b7396

verified: 6/21/2026, 10:33:28 AM

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