notebooklm-skill vs ultimate_mcp_server

Side-by-side comparison to help you pick between these two MCP servers.

	notebooklm-skill by claude-world	ultimate_mcp_server by Dicklesworthstone
Stars	★ 209	★ 149
30d uses	—	—
Score	49	85
Official	—	—
Categories	AI / LLM ToolsDeveloper ToolsProductivity	AI / LLM ToolsBrowser AutomationFile System
Language	Python	Python
Last commit	1 mo ago	2 mo ago

notebooklm-skill · Summary

MCP server connecting NotebookLM research with Claude content creation across multiple platforms.

ultimate_mcp_server · Summary

Comprehensive MCP server providing dozens of capabilities for AI agents including LLM delegation, browser automation, document processing, and cognitive memory systems.

notebooklm-skill · Use cases

Research-to-article workflow using academic papers and web sources
Trending topic discovery to social media content generation
Batch processing RSS feeds to newsletter digests
Creating educational materials (quizzes, flashcards, study guides) from research

ultimate_mcp_server · Use cases

Complex document processing and analysis with OCR and structured data extraction
Web automation and research across multiple sites with browser control
Cost-optimized AI workflows through intelligent task delegation between models

notebooklm-skill · Install

Installation

**Option A: Using uvx (recommended - zero install)**

uvx --from notebooklm-skill notebooklm-mcp  # Start MCP server

**Option B: Using pip**

pip install notebooklm-skill
notebooklm-mcp  # Start MCP server

**Option C: From source**

git clone https://github.com/claude-world/notebooklm-skill.git
cd notebooklm-skill && pip install .

**Claude Desktop Configuration** Add to your claude_desktop_config.json:

{
  "mcpServers": {
    "notebooklm": {
      "command": "uvx",
      "args": ["--from", "notebooklm-skill", "notebooklm-mcp"]
    }
  }
}

**Authentication**

# One-time login (opens Chromium, sign in with Google)
uvx notebooklm login
# or: python3 -m notebooklm login

ultimate_mcp_server · Install

Installation

Clone the repository:

git clone https://github.com/Dicklesworthstone/ultimate_mcp_server.git
cd ultimate_mcp_server

Install dependencies:

pip install -e .

For Claude Desktop integration, add to your claude_desktop_config.json:

{
  "mcpServers": {
    "ultimate-mcp": {
      "command": "python",
      "args": ["-m", "ultimate_mcp_server"],
      "env": {
        "PYTHONPATH": "."
      }
    }
  }
}

Run the server:

python -m ultimate_mcp_server

Comparison generated from public README + GitHub signals. Last updated automatically.