sakshamkukreja/ai-rag-mcp-engine

3.2

If you are the rightful owner of ai-rag-mcp-engine and would like to certify it and/or have it hosted online, please leave a comment on the right or send an email to dayong@mcphub.com.

The RAG Anything Server is an MCP server designed to provide comprehensive Retrieval-Augmented Generation capabilities for processing and querying directories of documents with full multimodal support.

Tools

Functions exposed to the LLM to take actions

process_directory

Process all files in a directory for comprehensive RAG indexing with multimodal support.

process_single_document

Process a single document with full multimodal analysis.

query_directory

Pure text query against processed documents using LightRAG.

query_with_multimodal_content

Enhanced query with additional multimodal content (tables, equations, etc.).

list_processed_directories

List all directories that have been processed and are available for querying.

get_rag_info

Get detailed information about the RAG configuration and status for a directory.