Local search/indexing CLI (BM25 + vectors + rerank) with MCP mode.
Scanned 9/19/2026
Install to Claude Code
Skills Directorynpx -y skills add rondoflow/rondoflow --skill local-hybrid-search-indexing-cli --agent claude-codeInstalls into .claude/skills of the current project.
Are you the author of Local Hybrid Search Indexing Cli?
Add the live security badge to your README — it updates automatically with every re-scan.
[](https://www.skillsdirectory.com/skills/rondoflow-local-hybrid-search-indexing-cli)More formats (shields.io, HTML) on the badges page.
---
name: local-hybrid-search-indexing-cli
description: "Local search/indexing CLI (BM25 + vectors + rerank) with MCP mode."
category: "AI & Agents"
author: community
version: "1.0.0"
icon: bot
---
# 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`.
Is this your skill, or is something wrong with this listing? Request removal or report an issue. Author removals are honored within 72 hours.
No comments yet. Be the first to comment!
