dorianmeric/docs-to-ai
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Docs-to-AI is a Model Context Protocol (MCP) server that allows Large Language Models (LLMs) to query documents using semantic search, organizing them by topics based on folder structure.
Tools
Functions exposed to the LLM to take actions
search_documents
Semantic search across all documents with optional topic filter
list_documents
List all available documents with optional topic filter
list_topics
List all topics/categories
get_collection_stats
Get statistics about the collection including file types, sizes, and counts
scan_all_my_documents
Manually trigger a full document scan and re-index
Prompts
Interactive templates invoked by user choice
No prompts
Resources
Contextual data attached and managed by the client