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qmd

steipete
Updated Today
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Developmentmcp

About

qmd is a local search and indexing CLI tool that enables developers to index and search through local files using hybrid search combining BM25, vector embeddings, and reranking. It supports both command-line usage and MCP (Model Context Protocol) mode for integration with Claude. The tool uses Ollama for embeddings and stores indexes locally, making it ideal for searching documentation or codebases directly from the terminal.

Quick Install

Claude Code

Recommended
Primary
npx skills add steipete/clawdis
Plugin CommandAlternative
/plugin add https://github.com/steipete/clawdis
Git CloneAlternative
git clone https://github.com/steipete/clawdis.git ~/.claude/skills/qmd

Copy and paste this command in Claude Code to install this skill

Documentation

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.

GitHub Repository

steipete/clawdis
Path: skills/qmd
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