A local RAG server that enables document indexing and sentence window retrieval across multiple file formats like PDF, MD, and DOCX. It supports both local Hugging Face models and OpenAI embeddings for efficient context-aware querying through the Model Context Protocol.
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[](https://m8ven.ai/mcp/bixentemal-mcp-ragnar-m6hq0g)