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Qmd
ASecurityLocal search/indexing CLI (BM25 + vectors + rerank) with MCP mode.
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- Added June 6, 2026
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[](https://www.skillsdirectory.com/skills/leoyeai-qmd)---
name: qmd
description: Local search/indexing CLI (BM25 + vectors + rerank) with MCP mode.
homepage: https://tobi.lutke.com
metadata: {"clawdbot":{"emoji":"📝","requires":{"bins":["qmd"]},"install":[{"id":"node","kind":"node","package":"https://github.com/tobi/qmd","bins":["qmd"],"label":"Install qmd (node)"}]}}
---
# qmd
Use `qmd` to index local files and search them.
Indexing
- Add collection: `qmd collection add /path --name docs --mask "**/*.md"`
- Update index: `qmd update`
- Status: `qmd status`
Search
- BM25: `qmd search "query"`
- Vector: `qmd vsearch "query"`
- Hybrid: `qmd query "query"`
- Get doc: `qmd get docs/path.md:10 -l 40`
Notes
- Embeddings/rerank use Ollama at `OLLAMA_URL` (default `http://localhost:11434`).
- Index lives under `~/.cache/qmd` by default.
- MCP mode: `qmd mcp`.
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