Confluence Knowledge Base MCPRAG SystemsDocumentation AccessKnowledge & Memorymarcciosilva-securityFlicense-qualityTurns Confluence documentation into an AI-powered knowledge base, enabling natural language questions about your systems with answers retrieved from your actual documentation through semantic search. Last updated 2025-11-11