zenml
pipVerifiedZenML provides tools for building, deploying, and managing ML pipelines and agents. It exposes pipeline orchestration, model deployment, and agent management capabilities. It connects to various ML frameworks, cloud platforms, and data sources. Developers use it to streamline ML workflows, automate model deployment, and integrate AI agents into applications.
5,2275680Updated Today
Overview
ZenML provides tools for building, deploying, and managing ML pipelines and agents. It exposes pipeline orchestration, model deployment, and agent management capabilities. It connects to various ML frameworks, cloud platforms, and data sources. Developers use it to streamline ML workflows, automate model deployment, and integrate AI agents into applications.
Installation
1Install the package
pip
pip install zenml2Add to Claude
Add this configuration to your claude_desktop_config.json:
claude_desktop_config.json
{
"mcpServers": {
"zenml-io-zenml-github": {
"command": "uvx",
"args": [
"pip install zenml"
]
}
}
}3Verify installation
Restart Claude Desktop, then ask:
"What tools do you have available from zenml?"
Prerequisites
- Python 3.10 or higher
- pip or uv package manager
- Claude Desktop or Claude API access
- API key for zenml
Configuration
API Key Required
This server requires an API key from zenml. Add it to your environment or config.
| Variable | Required | Description |
|---|---|---|
| ZENML_API_KEY | Yes | Your zenml API key |
Usage Examples
List Resources
"What resources are available in zenml?"
Claude will query available resources and return a list of what you can access.
Get Details
"Show me details about [specific item] in zenml"
Claude will fetch and display detailed information about the requested item.
Create New
"Create a new [item] in zenml with [details]"
Claude will use the appropriate tool to create the resource and confirm success.
Works with zenml
See what tools in your stack can connect to AI.
Run free scan
Need help with MCP integration?
We build custom MCP integrations for B2B companies. From simple connections to complex multi-tool setups.