alejandro-ao/RAG-MCP
3.2
If you are the rightful owner of RAG-MCP 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.
The RAG MCP Server is a Retrieval Augmented Generation server that utilizes FastMCP and ChromaDB to manage document ingestion and retrieval using vector embeddings.
Tools
Functions exposed to the LLM to take actions
query_documents
Search for relevant documents using semantic similarity
list_ingested_files
View all files currently stored in the database
reingest_data_directory
Reingest all files from the data directory
get_rag_status
Get comprehensive system information
Prompts
Interactive templates invoked by user choice
No prompts
Resources
Contextual data attached and managed by the client