confluence-rag-mcp is an open-source standalone server that enables retrieval-augmented generation (RAG) for Confluence content. It uses the Model Context Protocol (MCP) and stores data in SQLite, making it easy for developers to integrate RAG workflows with Confluence and leverage efficient retrieval capabilities.
confluence-rag-mcp sits in PulseGate's RAG, search & retrieval category. It focuses on enabling retrieval-augmented generation (RAG) for Confluence content using a standalone server with SQLite backend. confluence-rag-mcp is an open-source project aimed at developers. The project is open source (Open Source). confluence-rag-mcp is available on the command line and API.
confluence-rag-mcp first shipped in 2026. The project is developed in the open on GitHub with 4 commits in the last 90 days. Across PulseGate's embedding index, confluence-rag-mcp has few near neighbours, marking it as relatively distinct. Among its 5 catalogued features are RAG retrieval, confluence integration, and MCP server. It exposes integrations via an MCP server and a public API.
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