notebooklm-mcp-secure and notebooklm-mcp-2026
The tools are **competitors**, as they both serve as MCP servers for querying Google NotebookLM from AI agents and IDEs, but Project A differentiates itself with a focus on 14 security hardening layers while Project B emphasizes broader compatibility with various platforms.
About notebooklm-mcp-secure
Pantheon-Security/notebooklm-mcp-secure
Secure NotebookLM MCP Server - Query Google NotebookLM from Claude/AI agents with 14 security hardening layers
This tool helps financial analysts, legal professionals, or researchers securely manage and query their extensive document collections within Google NotebookLM. It allows you to programmatically create and organize NotebookLM notebooks, upload documents, and get accurate, source-grounded answers to your questions. You can also generate audio and video summaries, or extract structured data tables from your source materials without needing to manually interact with a web browser.
About notebooklm-mcp-2026
julianoczkowski/notebooklm-mcp-2026
MCP server for querying Google NotebookLM notebooks. Works with Claude Code, Claude Desktop, Cursor, and VS Code.
Related comparisons
Scores updated daily from GitHub, PyPI, and npm data. How scores work