Zenml MCP Server

by zenml-ioio.github.zenml-io/mcp-zenmlv2.0.0

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

49Dockerstdioofficial registry

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Active4d ago

Install Zenml MCP server

claude mcp add zenml -e ZENML_STORE_URL='<zenml-store-url>' -e ZENML_STORE_API_KEY='<zenml-store-api-key>' -- docker run -i --rm -e ZENML_STORE_URL -e ZENML_STORE_API_KEY docker.io/zenmldocker/mcp-zenml:2.0.0

{
  "mcpServers": {
    "zenml": {
      "command": "docker",
      "args": [
        "run",
        "-i",
        "--rm",
        "-e",
        "ZENML_STORE_URL",
        "-e",
        "ZENML_STORE_API_KEY",
        "docker.io/zenmldocker/mcp-zenml:2.0.0"
      ],
      "env": {
        "ZENML_STORE_URL": "<zenml-store-url>",
        "ZENML_STORE_API_KEY": "<zenml-store-api-key>"
      }
    }
  }
}

Add to ~/.cursor/mcp.json (global) or .cursor/mcp.json (project).

{
  "mcpServers": {
    "zenml": {
      "command": "docker",
      "args": [
        "run",
        "-i",
        "--rm",
        "-e",
        "ZENML_STORE_URL",
        "-e",
        "ZENML_STORE_API_KEY",
        "docker.io/zenmldocker/mcp-zenml:2.0.0"
      ],
      "env": {
        "ZENML_STORE_URL": "<zenml-store-url>",
        "ZENML_STORE_API_KEY": "<zenml-store-api-key>"
      }
    }
  }
}

Settings → Developer → Edit Config (claude_desktop_config.json), then restart.

{
  "servers": {
    "zenml": {
      "type": "stdio",
      "command": "docker",
      "args": [
        "run",
        "-i",
        "--rm",
        "-e",
        "ZENML_STORE_URL",
        "-e",
        "ZENML_STORE_API_KEY",
        "docker.io/zenmldocker/mcp-zenml:2.0.0"
      ],
      "env": {
        "ZENML_STORE_URL": "<zenml-store-url>",
        "ZENML_STORE_API_KEY": "<zenml-store-api-key>"
      }
    }
  }
}

Add to .vscode/mcp.json in your workspace.

{
  "mcpServers": {
    "zenml": {
      "command": "docker",
      "args": [
        "run",
        "-i",
        "--rm",
        "-e",
        "ZENML_STORE_URL",
        "-e",
        "ZENML_STORE_API_KEY",
        "docker.io/zenmldocker/mcp-zenml:2.0.0"
      ],
      "env": {
        "ZENML_STORE_URL": "<zenml-store-url>",
        "ZENML_STORE_API_KEY": "<zenml-store-api-key>"
      }
    }
  }
}

Add to ~/.codeium/windsurf/mcp_config.json.

Configuration

Variable	Required	Secret	Description
ZENML_STORE_URL	yes	—	Base URL of your ZenML server (e.g., https://<workspace-id>-zenml.cloudinfra.zenml.io).
ZENML_STORE_API_KEY	yes	yes	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.

Freshness

Active — last maintenance signal 4d ago. The newest of the signals below sets the band.

Last commit (default branch)
2026-10-06 · 4d ago · GitHub
Latest release
2026-09-21 · 19d ago · GitHub · v2.0.0
Package published
no data · npm/PyPI
Registry entry updated
2026-09-21 · 19d ago · official registry · v2.0.0

FAQ

›How do I install the Zenml MCP server in Claude Code?

Run: claude mcp add zenml -e ZENML_STORE_URL='<zenml-store-url>' -e ZENML_STORE_API_KEY='<zenml-store-api-key>' -- docker run -i --rm -e ZENML_STORE_URL -e ZENML_STORE_API_KEY docker.io/zenmldocker/mcp-zenml:2.0.0. For Cursor, VS Code, Claude Desktop and Windsurf, use the install tabs above.

›Does Zenml require an API key?

Yes. It expects ZENML_STORE_URL, ZENML_STORE_API_KEY, of which 1 is a secret.

›Can I use Zenml as a remote (hosted) MCP server?

No hosted endpoint is published; it runs locally over stdio.

›Is Zenml in the official MCP registry?

Yes, as io.github.zenml-io/mcp-zenml.