A Model Context Protocol (MCP) server that provides a local-first RAG engine for your markdown documents. It uses a file-based Milvus vector database to index your notes, enabling LLMs to perform semantic search and retrieve relevant content from your local files.
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[](https://m8ven.ai/mcp/zackriya-solutions-mcp-markdown-rag-wqgtce)