General

qmd - Claude MCP Skill

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

SEO Guide: Enhance your AI agent with the qmd tool. This Model Context Protocol (MCP) server allows Claude Desktop and other LLMs to local search/indexing cli (bm25 + vectors + rerank) with mcp mode.... Download and configure this skill to unlock new capabilities for your AI workflow.

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Documentation

SKILL.md

# 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`.

Signals

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Information

Repository: clawdbot/clawdbot
Author: clawdbot
Last Sync: 1/12/2026
Repo Updated: 1/12/2026
Created: 1/12/2026

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