RAGFlow Claude MCP Server

Example Use Cases

• 1

  Retrieve and filter document chunks from multiple knowledge bases by dataset names.

• 2

  Intelligent query refinement and reranking to improve search result quality.

• 3

  Manage and explore documents and sessions within RAGFlow datasets.

Description

This MCP server enables seamless retrieval of document chunks with similarity scoring, supports intelligent query refinement via DSPy, and offers enhanced result control including pagination, filtering, and reranking. It facilitates multi-knowledge base searches using dataset names and provides detailed document and session management features. Designed for personal R&D use, it enriches LLM context for improved query results.