Vector Search Workflows

Wraps the mcp-vector-search CLI to index your codebase into ChromaDB and search it semantically. You run setup once to detect languages, build embeddings, and wire it into Claude Code or Cursor via MCP, then search and auto-index keeps things fresh as files change. The reindexing commands handle dependency updates, parser changes, or version bumps without trashing the whole index. Honestly most useful when you're building search tooling on top of MCP rather than just searching your own code, since Claude already has semantic awareness. The auto-index strategies and file watching hooks are the main reason to pull this in if you're shipping a tool that needs incremental reindexing without manual triggers.

Install to Claude Code

npx -y skills add bobmatnyc/claude-mpm-skills --skill vector-search-workflows --agent claude-code