# Penny NotebookLM Research

> Use this tool when you need to automate YouTube research and generate content ideas. It solves problems of manual video research and transcript analysis by finding viral videos and analyzing transcripts via Google NotebookLM. The tool takes YouTube data as input and outputs content ideas and scripts, ideal for content creators and marketers looking to streamline their research process.

Canonical page: https://skillsregistry.net/skills/pennydinh-penny-notebooklm-research  
JSON: https://api.skillsregistry.net/v1/skills/pennydinh-penny-notebooklm-research

## Description

MCP server that automates YouTube research by finding viral videos, analyzing transcripts via Google NotebookLM, and generating content ideas and scripts.

## Trust

- **Trust score (0–1):** 0.59
- **Verification tier:** scanned
- **Last scanned:** 2026-09-03

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** social-media
- **Updated:** 2026-09-03

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/mtrifklzxx)
- **Repository:** <https://github.com/pennydinh/penny-notebooklm-research>

## Use it

Resolve this record through the SkillsRegistry MCP server (no auth, read-only):

```
claude mcp add --transport http --scope user skillsregistry https://api.skillsregistry.net/mcp
```

```json
{
  "jsonrpc": "2.0",
  "id": 1,
  "method": "tools/call",
  "params": {
    "name": "get_skill",
    "arguments": {
      "slug": "pennydinh-penny-notebooklm-research"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/pennydinh-penny-notebooklm-research` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/pennydinh-penny-notebooklm-research/pull`

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SkillsRegistry indexes agent skills from public registries and GitHub. Skills we have analysed are scanned with Circle-IR and scored on six dimensions; each listing states its scan coverage. More: https://skillsregistry.net/llms.txt