mcp-zenml

local MCP server

Installation

Terminal

claude mcp add mcp-zenml -e ZENML_STORE_URL=... -e ZENML_STORE_API_KEY=... -e ZENML_MCP_PROFILE=... -e ZENML_MCP_WRITE_POLICY=... -- docker run -i --rm docker.io/zenmldocker/mcp-zenml:2.0.0

Run in your project folder. Add --scope user to use it everywhere.

Claude Desktop, Cursor & other clients

Add to claude_desktop_config.json or .cursor/mcp.json.

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

Fill in the environment variables with your own credentials.

Summary

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

Questions

mcp-zenml is a local MCP server distributed as the oci package docker.io/zenmldocker/mcp-zenml:2.0.0.

Run: claude mcp add mcp-zenml -e ZENML_STORE_URL=... -e ZENML_STORE_API_KEY=... -e ZENML_MCP_PROFILE=... -e ZENML_MCP_WRITE_POLICY=... -- docker run -i --rm docker.io/zenmldocker/mcp-zenml:2.0.0

Run: codex mcp add mcp-zenml --env ZENML_STORE_URL=... --env ZENML_STORE_API_KEY=... --env ZENML_MCP_PROFILE=... --env ZENML_MCP_WRITE_POLICY=... -- docker run -i --rm docker.io/zenmldocker/mcp-zenml:2.0.0

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