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MCP
confluence-vectorless-rag
Enables querying Confluence documents through agentic reasoning over hierarchical document trees, replacing vector similarity with structural navigation.
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MCP
Confluence Hybrid RAG MCP Server
Enables hybrid search and agentic retrieval over Confluence pages via MCP tools, allowing Claude Desktop, Cursor, or Claude Code to search and retrieve Confluence content.
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