MCP RAG server with hybrid search, multi-KB support, and AI-powered chunk contextualization.
A Model Context Protocol (MCP) server for indexing and searching local document collections. Supports DOCX, HWPX, PDF (with OCR), Excel, PowerPoint, and audio (Whisper transcription, Windows-only), with hybrid keyword + semantic search optimized for Korean and English. Built with Cand the official MCP CSDK. serve — read-only MCP server serving all knowledge bases under the base path. Single…
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A Model Context Protocol (MCP) server for indexing and searching local document collections. Supports DOCX, HWPX, PDF (with OCR), Excel, PowerPoint, and audio (Whisper transcription, Windows-only), with hybrid keyword + semantic search optimized for Korean and English. Built with C# and the official MCP C# SDK. serve — read-only MCP server serving all knowledge bases under the base path. Single process handles multiple KBs via parameter. Can run while exec is indexing (SQLite WAL). exec — scans…
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