QMD
by Tobi Lütke
Indexes local markdown notes, meeting transcripts, and docs for on-device BM25, vector, and LLM-reranked hybrid search, exposed to agents through a CLI, an MCP server, and a Node SDK.
Skills
Hybrid Query
Searches with typed lex, vec, and HyDE sub-queries, fuses BM25 and vector results with reciprocal rank fusion, then reranks with an LLM.
Collections And Context
Groups folders into named collections and attaches a tree of context descriptions that come back with matching documents in results.
Document Retrieval
Fetches a document by path or docid with fuzzy suggestions, or batches retrieval by glob pattern, list, or docids with multi-get.
HTTP MCP Daemon
Serves the query, get, multi_get, status, and metadata tools over stdio or as a long-lived HTTP daemon that avoids reloading models.
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PageIndex
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Plane
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