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Qmd

ASecurity

Local search/indexing CLI (BM25 + vectors + rerank) with MCP mode.

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  • Added June 6, 2026
ai-agentsnodegit

Works with

  • cli
  • mcp

Security analysis

A100/100

Scanned June 6, 2026

npx -y skills add LeoYeAI/openclaw-master-skills --skill qmd --agent claude-code

Installs into .claude/skills of the current project.

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SKILL.md
---
name: qmd
description: Local search/indexing CLI (BM25 + vectors + rerank) with MCP mode.
homepage: https://tobi.lutke.com
metadata: {"clawdbot":{"emoji":"πŸ“","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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