alejandro-ao/simple-mcp-rag
3.2
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The RAG MCP Server is a Retrieval Augmented Generation server built with FastMCP and ChromaDB, designed to manage document ingestion and retrieval using semantic search.
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