Local search/indexing CLI (BM25 + vectors + rerank) with MCP mode.
Use qmd to index local files and search them.
Indexing
qmd collection add /path --name docs --mask "**/*.md"qmd updateqmd statusSearch
qmd search "query"qmd vsearch "query"qmd query "query"qmd get docs/path.md:10 -l 40Notes
OLLAMA_URL (default http://localhost:11434).~/.cache/qmd by default.qmd mcp.ZIP package — ready to use