ragdocs
10
RagDocs MCP Server provides Retrieval-Augmented Generation capabilities using Qdrant and embeddings from Ollama or OpenAI. It is designed for semantic document search and management, enabling users to efficiently handle and query documentation. The server supports both local and cloud-based setups with flexible embedding options.
add_document
Add documents to the RAG system
search_documents
Search stored documents by semantic similarity
list_documents
List all stored documents, support paging and grouping
delete_document
Delete documents from RAG system