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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 2026-09-23 License: MIT

Topics: Developer Tools

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 docker.io/zenmldocker/mcp-zenml:2.0.0

Or add to your MCP client config:

{
  "mcpServers": {
    "mcp-zenml": {
      "command": "docker",
      "args": [
        "run",
        "-i",
        "--rm",
        "docker.io/zenmldocker/mcp-zenml:2.0.0"
      ],
      "env": {
        "ZENML_STORE_URL": "<YOUR_VALUE>",
        "ZENML_STORE_API_KEY": "<YOUR_VALUE>",
        "ZENML_MCP_PROFILE": "<YOUR_VALUE>",
        "ZENML_MCP_WRITE_POLICY": "<YOUR_VALUE>"
      }
    }
  }
}
  • 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.

Related servers

Listed in punkpeye/awesome-mcp-servers (MIT)

Listed in wong2/awesome-mcp-servers (MIT)

Data from the Official MCP Registry