RAGFlow MCP tools

The MCP server currently offers a specialized tool to assist users in searching for relevant information powered by RAGFlow DeepDoc technology:

• retrieve: Fetches relevant chunks from specified dataset_ids and optional document_ids using the RAGFlow retrieve interface, based on a given question. Details of all available datasets, namely, id and description, are provided within the tool description for each individual dataset.

For more information, see our Python implementation of the MCP server.