ultimate_mcp_server vs notebooklm-mcp

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

	ultimate_mcp_server by Dicklesworthstone	notebooklm-mcp by roomi-fields
Stars	★ 149	★ 76
30d uses	—	—
Score	85	48
Official	—	—
Categories	AI / LLM ToolsBrowser AutomationFile System	AI / LLM ToolsDeveloper ToolsProductivity
Language	Python	TypeScript
Last commit	2 mo ago	this month

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-mcp · Summary

Google NotebookLM MCP server with HTTP API for Q&A, content generation, and multi-account rotation.

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-mcp · Use cases

Automating research workflows with citation-backed answers from multiple sources
Generating diverse content formats (audio, video, reports) from notebooks
Integrating NotebookLM into automation pipelines via HTTP REST API

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

notebooklm-mcp · Install

Option 1 — Claude Code Marketplace (Recommended)

/plugin marketplace add roomi-fields/claude-plugins
/plugin install notebooklm@roomi-fields

Option 2 — Manual MCP Setup

git clone https://github.com/roomi-fields/notebooklm-mcp.git
cd notebooklm-mcp
npm install && npm run build
claude mcp add notebooklm node /path/to/notebooklm-mcp/dist/index.js

Option 3 — HTTP REST API

npm install && npm run build
npm run setup-auth  # One-time Google login
npm run start:http  # Start REST API on port 3000

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