r2r-mcp

R2R MCP Server is a system designed to integrate Model Context Protocol with the R2R system, enhancing interactions with MCP-compatible models like Claude. It supports high-performance access to knowledge bases and features advanced search and response generation capabilities.

Search

Vector and mixed search in documents

rag

Generate answers and quote them based on the knowledge base

web_search

Search for letters on the Internet

document_search

Search in a specific document or in a whole knowledge base

list_documents

List the documents and their numbers in the knowledge base

agent_research

Conduct complex inquiry research