PhuocSang07/rag-mcp
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The RAG MCP Server is a robust Retrieval-Augmented Generation server utilizing the Model Context Protocol, designed for efficient document processing, vector storage, and AI-driven question answering.
Tools
Functions exposed to the LLM to take actions
initialize-rag
Initialize the RAG system components (Qdrant, embeddings, LLM).
add-document
Add text content as a document to the RAG system.
upload-document
Upload a document file (PDF, DOCX, TXT) to the RAG system.
query-rag
Ask questions to the RAG system.
list-documents
List all documents in the RAG system.
remove-document
Remove a document from the RAG system.
Prompts
Interactive templates invoked by user choice
No prompts
Resources
Contextual data attached and managed by the client