nblm-mcp
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TDQS
Scored across 13 tools
Most tools target a distinct resource+action (notebook CRUD, source add/delete/list, artifact generate/list/download, ask, auth). Minor overlap between get_notebook (returns notebook with sources) and list_sources (sources with processing status), but descriptions clarify the difference.
Strong verb_noun pattern for most tools (add_source, list_notebooks, create_notebook, list_artifacts, generate_artifact, download_artifact). A few deviations—ask (bare verb), chat_history and auth_status (noun phrases)—but overall readable and predictable.
13 tools is well-scoped for the NotebookLM domain, cleanly grouped into notebooks, sources, artifacts, and query/auth concerns. Each tool earns its place with no filler.
Good CRUD/lifecycle coverage: notebook create/get/list/delete, source add/delete/list, artifact generate/list/download, plus ask, chat_history, and auth_status. Minor gaps like notebook rename/update and source update, but core workflows are covered.