QMD
Local hybrid search engine for markdown notes, docs, and transcripts
What it is
A command-line search tool that indexes folders of markdown notes, meeting transcripts, and documentation, then answers keyword or natural-language queries entirely on your machine. Under the hood it pairs BM25 keyword matching with vector search, then adds query expansion and LLM re-ranking, running GGUF models via node-llama-cpp. People who keep large personal or work knowledge bases use it directly from the terminal, or plug it into AI agents through JSON output and a built-in MCP server.