# ๐ NotebookLM MCP
**Professional MCP server for Google NotebookLM automation โข Available on PyPI โข Production Ready**
[](https://pypi.org/project/notebooklm-mcp/)
[](https://www.python.org/downloads/)
[](https://github.com/jlowin/fastmcp)
[](https://github.com/astral-sh/uv)
[](https://opensource.org/licenses/MIT)
[](https://github.com/khengyun/notebooklm-mcp/actions)
[](https://codecov.io/gh/khengyun/notebooklm-mcp)
## โจ Key Features
- **๐ฅ FastMCP v2**: Modern decorator-based MCP framework
- **โก UV Python Manager**: Lightning-fast dependency management
- **๐ Multiple Transports**: STDIO, HTTP, SSE support
- **๐ฏ Type Safety**: Full Pydantic validation
- **๐ Persistent Auth**: Automatic Google session management
- **๐ Rich CLI**: Beautiful terminal interface with Taskfile automation
- **๐ณ Production Ready**: Docker support with monitoring
## ๐โโ๏ธ Quick Start
### ๐ฏ For End Users (Recommended)
```bash
# Install UV (modern Python package manager)
curl -LsSf https://astral.sh/uv/install.sh | sh
# Install NotebookLM MCP from PyPI
uv add notebooklm-mcp
# Initialize with your NotebookLM URL
uv run notebooklm-mcp init https://notebooklm.google.com/notebook/YOUR_NOTEBOOK_ID
```
**What happens after `init`:**
- โ
Creates `notebooklm-config.json` with your settings
- โ
Creates `chrome_profile_notebooklm/` folder for persistent authentication
- โ
Opens browser for one-time Google login (if needed)
- โ
Saves session for future headless operation
```bash
# Start server (STDIO for MCP clients)
uv run notebooklm-mcp --config notebooklm-config.json server
# Start HTTP server for web testing
uv run notebooklm-mcp --config notebooklm-config.json server --transport http --port 8001
# Interactive chat mode
uv run notebooklm-mcp --config notebooklm-config.json chat --message "Who are you ?"
```
### ๐จโ๐ป For Developers
If you're contributing to this project, check out our [Taskfile](./Taskfile.yml) for enhanced developer experience:
```bash
git clone https://github.com/khengyun/notebooklm-mcp.git
cd notebooklm-mcp
# Complete setup with development tools
task setup
# Show all available development tasks
task --list
```
## ๐ง Alternative Installation
If you prefer pip over UV:
```bash
# Install with pip
pip install notebooklm-mcp
# Initialize
notebooklm-mcp init https://notebooklm.google.com/notebook/YOUR_NOTEBOOK_ID
# Start server
notebooklm-mcp --config notebooklm-config.json server
```
## ๏ฟฝ Project Structure After Init
After running `init`, your working directory will contain:
```text
your-project/
โโโ notebooklm-config.json # Configuration file
โโโ chrome_profile_notebooklm/ # Browser profile (persistent auth)
โ โโโ Default/ # Chrome profile data
โ โโโ SingletonSocket # Session files
โ โโโ ... # Other Chrome data
โโโ your-other-files
```
**Key files:**
- **`notebooklm-config.json`**: Contains notebook ID, server settings, auth configuration
- **`chrome_profile_notebooklm/`**: Stores Google authentication session (enables headless operation)
## ๏ฟฝ๐ ๏ธ Available Tools
| Tool | Description | Parameters |
|------|-------------|------------|
| `healthcheck` | Server health status | None |
| `send_chat_message` | Send message to NotebookLM | `message: str`, `wait_for_response: bool` |
| `get_chat_response` | Get response with timeout | `timeout: int` |
| `chat_with_notebook` | Complete interaction | `message: str`, `notebook_id?: str` |
| `navigate_to_notebook` | Switch notebooks | `notebook_id: str` |
| `get_default_notebook` | Current notebook | None |
| `set_default_notebook` | Set default | `notebook_id: str` |
| `get_quick_response` | Instant response | None |
## ๐จโ๐ป Developer Workflow
For contributors and advanced users who want enhanced productivity, we provide a comprehensive Taskfile with 20+ automation tasks:
```bash
# ๐ฆ Dependency Management
task deps-add -- requests # Add dependency
task deps-add-dev -- pytest # Add dev dependency
task deps-remove -- requests # Remove dependency
task deps-list # List dependencies
task deps-update # Update all dependencies
# ๐งช Testing & Quality
task test # Run all tests
task test-quick # Quick validation test
task test-coverage # Coverage analysis
task enforce-test # MANDATORY after function changes
task lint # Run all linting
task format # Format code (Black + isort + Ruff)
# ๐๏ธ Build & Release
task build # Build package
task clean # Clean artifacts
# ๐ Server Commands
task server-stdio # STDIO server
task server-http # HTTP server
task server-sse # SSE server
# Show all available tasks
task --list
```
> **๐ก Pro Tip**: Install [Task](https://taskfile.dev/) for the best developer experience: `go install github.com/go-task/task/v3/cmd/task@latest`
## ๐ Transport Options
### STDIO (Default)
```bash
task server-stdio
# For: LangGraph, CrewAI, AutoGen
```
### HTTP
```bash
task server-http
# Access: http://localhost:8001/mcp
# For: Web testing, REST APIs
```
### SSE
```bash
task server-sse
# Access: http://localhost:8002/
# For: Real-time streaming
```
## ๐งช Testing & Development
### HTTP Client Testing
```python
from fastmcp import Client
from fastmcp.client.transports import StreamableHttpTransport
transport = StreamableHttpTransport(url="http://localhost:8001/mcp")
async with Client(transport) as client:
tools = await client.list_tools()
result = await client.call_tool("healthcheck", {})
```
### Command Line Testing
```bash
# Test with curl
curl -X POST http://localhost:8001/mcp \
-H "Content-Type: application/json" \
-H "Accept: application/json, text/event-stream" \
-d '{"jsonrpc": "2.0", "id": 1, "method": "tools/list", "params": {}}'
```
## ๐ Client Integration
### LangGraph
```python
from fastmcp import Client
from fastmcp.client.transports import StreamableHttpTransport
# HTTP transport
transport = StreamableHttpTransport(url="http://localhost:8001/mcp")
client = Client(transport)
tools = await client.list_tools()
```
### CrewAI
```python
from crewai_tools import BaseTool
from fastmcp import Client
class NotebookLMTool(BaseTool):
name = "notebooklm"
description = "Chat with NotebookLM"
async def _arun(self, message: str):
client = Client("http://localhost:8001/mcp")
result = await client.call_tool("chat_with_notebook", {"message": message})
return result
```
## ๐ Authentication
### Automatic Setup
```bash
# First time - opens browser for login
notebooklm-mcp init https://notebooklm.google.com/notebook/abc123
# Subsequent runs - uses saved session
notebooklm-mcp --config notebooklm-config.json server
```
### Manual Setup
```bash
# Interactive browser login
notebooklm-mcp --config notebooklm-config.json server
# Check connection
notebooklm-mcp --config notebooklm-config.json test --notebook YOUR_NOTEBOOK_ID
```
## ๐ณ Docker Deployment
### Quick Start
```bash
docker run -e NOTEBOOKLM_NOTEBOOK_ID="YOUR_ID" notebooklm-mcp
```
### With Compose
```yaml
version: '3.8'
services:
notebooklm-mcp:
image: notebooklm-mcp:latest
ports:
- "8001:8001"
environment:
- NOTEBOOKLM_NOTEBOOK_ID=your-notebook-id
- TRANSPORT=http
volumes:
- ./chrome_profile:/app/chrome_profile
```
## โ๏ธ Configuration
### Config File (`notebooklm-config.json`)
```json
{
"default_notebook_id": "your-notebook-id",
"headless": true,
"timeout": 30,
"auth": {
"profile_dir": "./chrome_profile_notebooklm"
},
"debug": false
}
```
### Environment Variables
```bash
export NOTEBOOKLM_NOTEBOOK_ID="your-notebook-id"
export NOTEBOOKLM_HEADLESS=true
export NOTEBOOKLM_DEBUG=false
```
## ๐ Performance
### FastMCP v2 Benefits
- **โก 5x faster** tool registration with decorators
- **๐ Auto-generated schemas** from Python type hints
- **๐ Built-in validation** with Pydantic
- **๐งช Better testing** and debugging capabilities
- **๐ Type safety** throughout the stack
### Benchmarks
| Feature | Traditional MCP | FastMCP v2 |
|---------|----------------|------------|
| Tool registration | Manual schema | Auto-generated |
| Type validation | Manual | Automatic |
| Error handling | Basic | Enhanced |
| Development speed | Standard | 5x faster |
| HTTP support | Limited | Full |
## ๐ ๏ธ Development
### Setup
```bash
git clone https://github.com/khengyun/notebooklm-mcp
cd notebooklm-mcp
# With UV (recommended)
uv sync --all-groups
# Or with pip
pip install -e ".[dev]"
```
### Testing
```bash
# Run tests with UV
uv run pytest
# With coverage
uv run pytest --cov=notebooklm_mcp
# Integration tests
uv run pytest tests/test_integration.py
# Or use Taskfile for development
task test
task test-coverage
```
### Code Quality
```bash
# Format code with UV
uv run black src/ tests/
uv run ruff check src/ tests/
# Type checking
uv run mypy src/
# Or use Taskfile shortcuts
task format
task lint
```
## ๐ Documentation
- **[Quick Setup Guide](docs/quick-setup-guide.md)** - Get started in 2 minutes
- **[HTTP Server Guide](docs/http-server-guide.md)** - Web testing & integration
- **[FastMCP v2 Guide](docs/fastmcp-v2-guide.md)** - Modern MCP features
- **[Docker Deployment](docs/docker-deployment.md)** - Production setup
- **[API Reference](docs/api-reference.md)** - Complete tool documentation
## ๐ Related Projects
- **[FastMCP](https://github.com/jlowin/fastmcp)** - Modern MCP framework
- **[MCP Specification](https://spec.modelcontextprotocol.io/)** - Official MCP spec
- **[NotebookLM](https://notebooklm.google.com/)** - Google's AI notebook
## ๐ License
MIT License - see [LICENSE](LICENSE) file for details.
## ๐ Support
- **Issues**: [GitHub Issues](https://github.com/khengyun/notebooklm-mcp/issues)
- **Discussions**: [GitHub Discussions](https://github.com/khengyun/notebooklm-mcp/discussions)
- **Documentation**: [Read the Docs](https://notebooklm-mcp.readthedocs.io)
---
**Built with โค๏ธ using FastMCP v2 - Modern MCP development made simple!**
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"description": "# \ud83d\ude80 NotebookLM MCP\n\n**Professional MCP server for Google NotebookLM automation \u2022 Available on PyPI \u2022 Production Ready**\n\n[](https://pypi.org/project/notebooklm-mcp/)\n[](https://www.python.org/downloads/)\n[](https://github.com/jlowin/fastmcp)\n[](https://github.com/astral-sh/uv)\n[](https://opensource.org/licenses/MIT)\n[](https://github.com/khengyun/notebooklm-mcp/actions)\n[](https://codecov.io/gh/khengyun/notebooklm-mcp)\n\n## \u2728 Key Features\n\n- **\ud83d\udd25 FastMCP v2**: Modern decorator-based MCP framework\n- **\u26a1 UV Python Manager**: Lightning-fast dependency management\n- **\ud83d\ude80 Multiple Transports**: STDIO, HTTP, SSE support\n- **\ud83c\udfaf Type Safety**: Full Pydantic validation\n- **\ud83d\udd12 Persistent Auth**: Automatic Google session management\n- **\ud83d\udcca Rich CLI**: Beautiful terminal interface with Taskfile automation\n- **\ud83d\udc33 Production Ready**: Docker support with monitoring\n\n## \ud83c\udfc3\u200d\u2642\ufe0f Quick Start\n\n### \ud83c\udfaf For End Users (Recommended)\n\n```bash\n# Install UV (modern Python package manager)\ncurl -LsSf https://astral.sh/uv/install.sh | sh\n\n# Install NotebookLM MCP from PyPI\nuv add notebooklm-mcp\n\n# Initialize with your NotebookLM URL\nuv run notebooklm-mcp init https://notebooklm.google.com/notebook/YOUR_NOTEBOOK_ID\n```\n\n**What happens after `init`:**\n\n- \u2705 Creates `notebooklm-config.json` with your settings\n- \u2705 Creates `chrome_profile_notebooklm/` folder for persistent authentication\n- \u2705 Opens browser for one-time Google login (if needed)\n- \u2705 Saves session for future headless operation\n\n```bash\n# Start server (STDIO for MCP clients)\nuv run notebooklm-mcp --config notebooklm-config.json server\n\n# Start HTTP server for web testing\nuv run notebooklm-mcp --config notebooklm-config.json server --transport http --port 8001\n\n# Interactive chat mode\nuv run notebooklm-mcp --config notebooklm-config.json chat --message \"Who are you ?\"\n```\n\n### \ud83d\udc68\u200d\ud83d\udcbb For Developers\n\nIf you're contributing to this project, check out our [Taskfile](./Taskfile.yml) for enhanced developer experience:\n\n```bash\ngit clone https://github.com/khengyun/notebooklm-mcp.git\ncd notebooklm-mcp\n\n# Complete setup with development tools\ntask setup\n\n# Show all available development tasks\ntask --list\n```\n\n## \ud83d\udd27 Alternative Installation\n\nIf you prefer pip over UV:\n\n```bash\n# Install with pip\npip install notebooklm-mcp\n\n# Initialize\nnotebooklm-mcp init https://notebooklm.google.com/notebook/YOUR_NOTEBOOK_ID\n\n# Start server\nnotebooklm-mcp --config notebooklm-config.json server\n```\n\n## \ufffd Project Structure After Init\n\nAfter running `init`, your working directory will contain:\n\n```text\nyour-project/\n\u251c\u2500\u2500 notebooklm-config.json # Configuration file\n\u251c\u2500\u2500 chrome_profile_notebooklm/ # Browser profile (persistent auth)\n\u2502 \u251c\u2500\u2500 Default/ # Chrome profile data\n\u2502 \u251c\u2500\u2500 SingletonSocket # Session files\n\u2502 \u2514\u2500\u2500 ... # Other Chrome data\n\u2514\u2500\u2500 your-other-files\n```\n\n**Key files:**\n\n- **`notebooklm-config.json`**: Contains notebook ID, server settings, auth configuration\n- **`chrome_profile_notebooklm/`**: Stores Google authentication session (enables headless operation)\n\n## \ufffd\ud83d\udee0\ufe0f Available Tools\n\n| Tool | Description | Parameters |\n|------|-------------|------------|\n| `healthcheck` | Server health status | None |\n| `send_chat_message` | Send message to NotebookLM | `message: str`, `wait_for_response: bool` |\n| `get_chat_response` | Get response with timeout | `timeout: int` |\n| `chat_with_notebook` | Complete interaction | `message: str`, `notebook_id?: str` |\n| `navigate_to_notebook` | Switch notebooks | `notebook_id: str` |\n| `get_default_notebook` | Current notebook | None |\n| `set_default_notebook` | Set default | `notebook_id: str` |\n| `get_quick_response` | Instant response | None |\n\n## \ud83d\udc68\u200d\ud83d\udcbb Developer Workflow\n\nFor contributors and advanced users who want enhanced productivity, we provide a comprehensive Taskfile with 20+ automation tasks:\n\n```bash\n# \ud83d\udce6 Dependency Management\ntask deps-add -- requests # Add dependency\ntask deps-add-dev -- pytest # Add dev dependency\ntask deps-remove -- requests # Remove dependency\ntask deps-list # List dependencies\ntask deps-update # Update all dependencies\n\n# \ud83e\uddea Testing & Quality\ntask test # Run all tests\ntask test-quick # Quick validation test\ntask test-coverage # Coverage analysis\ntask enforce-test # MANDATORY after function changes\ntask lint # Run all linting\ntask format # Format code (Black + isort + Ruff)\n\n# \ud83c\udfd7\ufe0f Build & Release\ntask build # Build package\ntask clean # Clean artifacts\n\n# \ud83d\ude80 Server Commands\ntask server-stdio # STDIO server\ntask server-http # HTTP server\ntask server-sse # SSE server\n\n# Show all available tasks\ntask --list\n```\n\n> **\ud83d\udca1 Pro Tip**: Install [Task](https://taskfile.dev/) for the best developer experience: `go install github.com/go-task/task/v3/cmd/task@latest`\n\n## \ud83c\udf10 Transport Options\n\n### STDIO (Default)\n\n```bash\ntask server-stdio\n# For: LangGraph, CrewAI, AutoGen\n```\n\n### HTTP\n\n```bash\ntask server-http \n# Access: http://localhost:8001/mcp\n# For: Web testing, REST APIs\n```\n\n### SSE\n\n```bash\ntask server-sse\n# Access: http://localhost:8002/\n# For: Real-time streaming\n```\n\n## \ud83e\uddea Testing & Development\n\n### HTTP Client Testing\n\n```python\nfrom fastmcp import Client\nfrom fastmcp.client.transports import StreamableHttpTransport\n\ntransport = StreamableHttpTransport(url=\"http://localhost:8001/mcp\")\nasync with Client(transport) as client:\n tools = await client.list_tools()\n result = await client.call_tool(\"healthcheck\", {})\n```\n\n### Command Line Testing\n\n```bash\n# Test with curl\ncurl -X POST http://localhost:8001/mcp \\\n -H \"Content-Type: application/json\" \\\n -H \"Accept: application/json, text/event-stream\" \\\n -d '{\"jsonrpc\": \"2.0\", \"id\": 1, \"method\": \"tools/list\", \"params\": {}}'\n```\n\n## \ud83d\udcca Client Integration\n\n### LangGraph\n\n```python\nfrom fastmcp import Client\nfrom fastmcp.client.transports import StreamableHttpTransport\n\n# HTTP transport\ntransport = StreamableHttpTransport(url=\"http://localhost:8001/mcp\")\nclient = Client(transport)\ntools = await client.list_tools()\n```\n\n### CrewAI\n\n```python\nfrom crewai_tools import BaseTool\nfrom fastmcp import Client\n\nclass NotebookLMTool(BaseTool):\n name = \"notebooklm\"\n description = \"Chat with NotebookLM\"\n \n async def _arun(self, message: str):\n client = Client(\"http://localhost:8001/mcp\")\n result = await client.call_tool(\"chat_with_notebook\", {\"message\": message})\n return result\n```\n\n## \ud83d\udd12 Authentication\n\n### Automatic Setup\n\n```bash\n# First time - opens browser for login\nnotebooklm-mcp init https://notebooklm.google.com/notebook/abc123\n\n# Subsequent runs - uses saved session\nnotebooklm-mcp --config notebooklm-config.json server\n```\n\n### Manual Setup\n\n```bash\n# Interactive browser login\nnotebooklm-mcp --config notebooklm-config.json server\n\n# Check connection\nnotebooklm-mcp --config notebooklm-config.json test --notebook YOUR_NOTEBOOK_ID\n```\n\n## \ud83d\udc33 Docker Deployment\n\n### Quick Start\n\n```bash\ndocker run -e NOTEBOOKLM_NOTEBOOK_ID=\"YOUR_ID\" notebooklm-mcp\n```\n\n### With Compose\n\n```yaml\nversion: '3.8'\nservices:\n notebooklm-mcp:\n image: notebooklm-mcp:latest\n ports:\n - \"8001:8001\"\n environment:\n - NOTEBOOKLM_NOTEBOOK_ID=your-notebook-id\n - TRANSPORT=http\n volumes:\n - ./chrome_profile:/app/chrome_profile\n```\n\n## \u2699\ufe0f Configuration\n\n### Config File (`notebooklm-config.json`)\n\n```json\n{\n \"default_notebook_id\": \"your-notebook-id\",\n \"headless\": true,\n \"timeout\": 30,\n \"auth\": {\n \"profile_dir\": \"./chrome_profile_notebooklm\"\n },\n \"debug\": false\n}\n```\n\n### Environment Variables\n\n```bash\nexport NOTEBOOKLM_NOTEBOOK_ID=\"your-notebook-id\"\nexport NOTEBOOKLM_HEADLESS=true\nexport NOTEBOOKLM_DEBUG=false\n```\n\n## \ud83d\ude80 Performance\n\n### FastMCP v2 Benefits\n\n- **\u26a1 5x faster** tool registration with decorators\n- **\ud83d\udccb Auto-generated schemas** from Python type hints \n- **\ud83d\udd12 Built-in validation** with Pydantic\n- **\ud83e\uddea Better testing** and debugging capabilities\n- **\ud83d\udcca Type safety** throughout the stack\n\n### Benchmarks\n\n| Feature | Traditional MCP | FastMCP v2 |\n|---------|----------------|------------|\n| Tool registration | Manual schema | Auto-generated |\n| Type validation | Manual | Automatic |\n| Error handling | Basic | Enhanced |\n| Development speed | Standard | 5x faster |\n| HTTP support | Limited | Full |\n\n## \ud83d\udee0\ufe0f Development\n\n### Setup\n\n```bash\ngit clone https://github.com/khengyun/notebooklm-mcp\ncd notebooklm-mcp\n\n# With UV (recommended)\nuv sync --all-groups\n\n# Or with pip\npip install -e \".[dev]\"\n```\n\n### Testing\n\n```bash\n# Run tests with UV\nuv run pytest\n\n# With coverage\nuv run pytest --cov=notebooklm_mcp\n\n# Integration tests \nuv run pytest tests/test_integration.py\n\n# Or use Taskfile for development\ntask test\ntask test-coverage\n```\n\n### Code Quality\n\n```bash\n# Format code with UV\nuv run black src/ tests/\nuv run ruff check src/ tests/\n\n# Type checking\nuv run mypy src/\n\n# Or use Taskfile shortcuts\ntask format\ntask lint\n```\n\n## \ud83d\udcda Documentation\n\n- **[Quick Setup Guide](docs/quick-setup-guide.md)** - Get started in 2 minutes\n- **[HTTP Server Guide](docs/http-server-guide.md)** - Web testing & integration\n- **[FastMCP v2 Guide](docs/fastmcp-v2-guide.md)** - Modern MCP features\n- **[Docker Deployment](docs/docker-deployment.md)** - Production setup\n- **[API Reference](docs/api-reference.md)** - Complete tool documentation\n\n## \ud83d\udd17 Related Projects\n\n- **[FastMCP](https://github.com/jlowin/fastmcp)** - Modern MCP framework\n- **[MCP Specification](https://spec.modelcontextprotocol.io/)** - Official MCP spec\n- **[NotebookLM](https://notebooklm.google.com/)** - Google's AI notebook\n\n## \ud83d\udcc4 License\n\nMIT License - see [LICENSE](LICENSE) file for details.\n\n## \ud83c\udd98 Support\n\n- **Issues**: [GitHub Issues](https://github.com/khengyun/notebooklm-mcp/issues)\n- **Discussions**: [GitHub Discussions](https://github.com/khengyun/notebooklm-mcp/discussions)\n- **Documentation**: [Read the Docs](https://notebooklm-mcp.readthedocs.io)\n\n---\n\n**Built with \u2764\ufe0f using FastMCP v2 - Modern MCP development made simple!**\n",
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