purlieu-studios/rag-mcp-server
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The RAG MCP Server is a local Retrieval-Augmented Generation server that integrates with OLLAMA for embeddings and provides semantic search capabilities through the Model Context Protocol (MCP).
Tools
Functions exposed to the LLM to take actions
rag_index_document
Index a document for semantic search.
rag_search
Search for relevant documents using semantic similarity.
rag_get_document
Retrieve a specific document by ID.
rag_remove_document
Remove a document from the index.
rag_list_documents
List all indexed documents with their metadata.
rag_get_stats
Get statistics about the RAG index.
rag_clear_index
Clear all documents from the index.
Prompts
Interactive templates invoked by user choice
No prompts
Resources
Contextual data attached and managed by the client