mdhasanali3/rag-mcp

3.2

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An MCP server that provides comprehensive RAG capabilities for processing and querying directories of documents using the `raganything` library 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.