AI Index

ZenML

Official ZenML AI

MCP server for discovering, reading, and changing ZenML resources with compact generic tools

Official

The company’s official documentation names this server (ZenML MCP Server).

Registry name
io.github.zenml-io/mcp-zenml
Version
2.0.0
Transports
stdio
Packages
oci docker.io/zenmldocker/mcp-zenml:2.0.0
Repository
github.com/zenml-io/mcp-zenml
First published
Sep 21, 2026
Updated
Sep 21, 2026

GitHub stars · Downloads

as of Oct 4, 2026
GitHub stars
49

Add it to a client

Commands and config follow each client’s own MCP docs. Some servers also need an API key or environment variables; see the server’s documentation.

claude mcp add zenml -- docker run -i --rm docker.io/zenmldocker/mcp-zenml:2.0.0
Format from Claude Code’s docs
Codex
codex mcp add zenml -- docker run -i --rm docker.io/zenmldocker/mcp-zenml:2.0.0
Format from Codex’s docs
Cursor mcp.json
{
  "mcpServers": {
    "zenml": {
      "command": "docker",
      "args": [
        "run",
        "-i",
        "--rm",
        "docker.io/zenmldocker/mcp-zenml:2.0.0"
      ]
    }
  }
}
Format from Cursor’s docs
Gemini CLI settings.json
{
  "mcpServers": {
    "zenml": {
      "command": "docker",
      "args": [
        "run",
        "-i",
        "--rm",
        "docker.io/zenmldocker/mcp-zenml:2.0.0"
      ]
    }
  }
}
Format from Gemini CLI’s docs
VS Code .vscode/mcp.json
{
  "servers": {
    "zenml": {
      "command": "docker",
      "args": [
        "run",
        "-i",
        "--rm",
        "docker.io/zenmldocker/mcp-zenml:2.0.0"
      ]
    }
  }
}
Format from VS Code’s docs

Client compatibility

By transport: whether the client’s docs list a transport this server offers. It doesn’t cover sign-in or other requirements.

Agent Skills: ZenML

airflow-to-zenml-migration, argo-to-zenml-migration, azureml-to-zenml-migration, dagster-to-zenml-migration, databricks-to-zenml-migration, flyte-to-zenml-migration, kedro-to-zenml-migration, kitaru-authoring, kitaru-claude-agent-sdk-migration, kitaru-gemini-interactions-migration, kitaru-langgraph-migration, kitaru-openai-agents-migration, kitaru-pydantic-ai-migration, kitaru-quickstart, kitaru-replay-lab, kitaru-scoping, metaflow-to-zenml-migration, zenml-pipeline-authoring, prefect-to-zenml-migration, zenml-quick-wins , 3 more skills

Sources

This data comes from the Official MCP Registry.