qmd
Local search/indexing CLI (BM25 + vectors + rerank) with MCP mode.
Installation
Follow the repository instructions for this skill and your agent. Review the files and dependencies before adding it to your workflow.
View source ↗GuidesSkill instructions
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(defaulthttp://localhost:11434). - Index lives under
~/.cache/qmdby default. - MCP mode:
qmd mcp.
Examples
Read the usage examples in the source repository.
View source ↗Source history
- Indexed on
- 2026-01-20
- Index updated
- 2026-01-30
- Branch
- main
Index and sync dates describe this directory. View the source repository for code history.
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