A
licenseNot graded
qualityF
maintenanceMCP server for Google NotebookLM that lets AI agents chat with notebooks, add sources, generate audio overviews, and extract citations via a real Chrome browser.
MIT
KHU Notebook Research Assistant
by drtagkim
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TDQS
B3/5.0
Scored across 6 tools
Disambiguation4/5
Most tools have distinct purposes: notebook creation/listing, content addition, research, and credential updates. However, 'generate_study_material' and 'research_deep_search' could overlap if study materials involve research findings, though descriptions suggest different focuses (generation vs. search/import).
Naming Consistency3/5
Naming is mixed: 'research_notebook_create' and 'research_notebook_list' follow a consistent pattern, but 'add_source_content' and 'generate_study_material' use different verb styles, and 'research_deep_search' and 'update_credentials' deviate further. The set lacks a uniform convention, though names remain readable.
Tool Count4/5
With 6 tools, the count is reasonable for a research assistant server, covering core notebook management and research tasks. It's slightly lean but not insufficient, as each tool appears to serve a specific function without obvious bloat.
Completeness3/5
The toolset covers notebook creation, listing, and content addition, but lacks update or delete operations for notebooks or sources, which could limit agent workflows. Research and generation tools are included, but gaps in lifecycle management may cause dead ends in complex tasks.
Maintenance
ActivityInactive
ResponsivenessNo issues