Qmd

Qmd extends your AI assistant with the ability to local search/indexing CLI (BM25 + vectors + rerank) with MCP mode. Rather than leaving your conversation to handle this manually, you can ask your Claude agent directly — and it will take care of the task end-to-end, using Qmd as its underlying capability.

Qmd works across Claude, Cursor, OpenClaw through the Model Context Protocol (MCP) — an open standard that lets AI clients share tools and skills without lock-in. Because MCP is platform-agnostic by design, you install Qmd once and it becomes available across all your AI clients. Whether you're working in Claude for focused sessions or Cursor for integrated workflows, the skill behaves consistently.

To install Qmd, copy the skill folder to `~/.claude/skills/qmd/` for use across all your projects, or `.claude/skills/qmd/` for a single project. Restart Claude and the skill is immediately active — invoke it with `/qmd` or just describe your goal and the AI will pick it up automatically.

With 28,288 installs, Qmd has built a substantial following in the Data & Analytics space. That install count reflects consistent demand from developers and teams who've found it genuinely useful. Like all skills on DiscoverAISkills, it is free to install and use. The broader AI skills ecosystem continues to expand as developers contribute new capabilities across categories like developer tools, data analysis, writing, automation, and more.