Dev Tools · 1h ago
RAGFlow + MCP: Turn RAG Configs Into Production Assistants
RAGFlow, an open-source RAG engine with 80k+ GitHub stars, uses DeepDoc for document understanding and supports MCP to integrate with tools like Claude. It lets teams deploy self-hosted assistants that cite sources, reducing hallucination. The workflow pairs measurement tools (AutoRAG, RAGBuilder) with RAGFlow for production-ready, privacy-compliant document Q&A.
Meridian48 take
The MCP integration is the real differentiator, making RAGFlow a practical bridge between RAG experimentation and everyday team use, though adoption depends on MCP's ecosystem growth.
Read the full reporting
RAGFlow + MCP: Turning Your Best RAG Config Into a Production Assistant →
DEV Community
ragflowmodel-context-protocol