Skip to main content
Glama

studio_create

Generate diverse study artifacts from your notebook: podcast audio, video overview, infographic, slide deck, report, flashcards, quiz, data table, or mind map.

Instructions

Create any NotebookLM studio artifact. Unified creation tool.

Supports: audio, video, infographic, slide_deck, report, flashcards, quiz, data_table, mind_map

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
notebook_idYesNotebook UUID
artifact_typeYesType of artifact to create: - audio: Audio Overview (podcast) - video: Video Overview - infographic: Visual infographic - slide_deck: Presentation slides (PDF) - report: Text report (Briefing Doc, Study Guide, etc.) - flashcards: Study flashcards - quiz: Multiple choice quiz - data_table: Structured data table - mind_map: Visual mind map
source_idsNoSource IDs to use (default: all sources)
confirmNoMust be True after user approval
audio_formatNodeep_dive
audio_lengthNodefault
video_formatNoexplainer
visual_styleNoauto_select
video_style_promptNo
orientationNolandscape
detail_levelNostandard
infographic_styleNoauto_select
slide_formatNodetailed_deck
slide_lengthNodefault
report_formatNoBriefing Doc
custom_promptNo
question_countNo
difficultyNomedium
languageNo
focus_promptNo
titleNoMind Map
descriptionNo

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Behavior2/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

No annotations are provided, so the description must convey behavioral traits. It only states 'Create' (implying mutation) but does not mention whether operations are atomic, async, or have side effects. The presence of studio_status suggests async behavior, but not clarified.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness4/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is two sentences, concise and front-loaded with purpose. However, it could benefit from a more structured format (e.g., bullet points for types).

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness1/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

With 22 parameters, no annotations, and an output schema, the description is severely lacking. It does not explain parameter usage, return values, or behavioral context, making it insufficient for an agent to use correctly.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters2/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema description coverage is low (18%). The description lists artifact types but does not explain most parameters (e.g., audio_format, visual_style). Many parameters have defaults but lack descriptions, and the description adds minimal context beyond the schema.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose4/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description clearly states the tool creates NotebookLM studio artifacts and lists supported types. However, it does not distinguish from sibling tools like studio_revise or studio_status, making it slightly generic.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines2/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

No guidance on when to use this tool versus alternatives (e.g., studio_revise for modifications). The phrase 'Unified creation tool' implies broad use but lacks context or exclusions.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

Install Server

Other Tools

Latest Blog Posts

MCP directory API

We provide all the information about MCP servers via our MCP API.

curl -X GET 'https://glama.ai/api/mcp/v1/servers/jacob-bd/notebooklm-mcp-cli'

If you have feedback or need assistance with the MCP directory API, please join our Discord server