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mcp-zenml

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

Official Python CloudLocal

★ 49 stars Last pushed 2026-11-10 License: MIT

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Connect

Review any command before running it. Package names and URLs come from the server's own registry entry.

Package (oci)

docker run -i --rm -e ZENML_STORE_URL=<YOUR_VALUE> -e ZENML_STORE_API_KEY=<YOUR_VALUE> docker.io/zenmldocker/mcp-zenml:2.1.1

Or add to your MCP client config:

{
  "mcpServers": {
    "mcp-zenml": {
      "command": "docker",
      "args": [
        "run",
        "-i",
        "--rm",
        "-e",
        "ZENML_STORE_URL=<YOUR_VALUE>",
        "-e",
        "ZENML_STORE_API_KEY=<YOUR_VALUE>",
        "docker.io/zenmldocker/mcp-zenml:2.1.1"
      ]
    }
  }
}

ZENML_STORE_URL required — Base URL of your ZenML server (e.g., https://<workspace-id>-zenml.cloudinfra.zenml.io).
ZENML_STORE_API_KEY required secret — API key used to authenticate with your ZenML server (ideally a service account key).
ZENML_MCP_PROFILE — Tool registration profile: compact (default) or legacy.
ZENML_MCP_WRITE_POLICY — Mutation policy: read_write (default) or read_only.