yfujita/mcp-server-for-rag
3.1
If you are the rightful owner of mcp-server-for-rag and would like to certify it and/or have it hosted online, please leave a comment on the right or send an email to henry@mcphub.com.
This project provides a suite of microservices for Retrieval Augmented Generation (RAG), including a web crawler, Elasticsearch storage, and an MCP server for document retrieval.
Tools
Functions exposed to the LLM to take actions
search
Searches for documents containing a specified keyword and returns a list of {id, title}.
get_document_by_id
Retrieves the full content of a document by its ID.
list_elasticsearch_indices
Returns a list of all Elasticsearch indices and their descriptions.
Prompts
Interactive templates invoked by user choice
No prompts
Resources
Contextual data attached and managed by the client