ZenML MCP Server

Name: ZenML MCP Server
Author: ZenML

ZenML官方

开始使用源码仓库官网与文档

Connects MCP clients to a ZenML deployment to read pipeline, run and stack data and trigger new pipeline runs.

接入配置

选择客户端，复制配置，再按项目文档补齐环境变量。

一键添加到 Cursor 一键添加到 VS Code

claude mcp add zenml --env ZENML_STORE_URL='<ZENML_STORE_URL>' --env ZENML_STORE_API_KEY='<ZENML_STORE_API_KEY>' --env LOGLEVEL='<LOGLEVEL>' --env NO_COLOR='<NO_COLOR>' --env PYTHONIOENCODING='<PYTHONIOENCODING>' --env PYTHONUNBUFFERED='<PYTHONUNBUFFERED>' -- docker run -i --rm -e ZENML_STORE_URL -e ZENML_STORE_API_KEY docker.io/zenmldocker/mcp-zenml:2.0.0

~/.codex/config.toml

[mcp_servers.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>", LOGLEVEL = "<LOGLEVEL>", NO_COLOR = "<NO_COLOR>", PYTHONIOENCODING = "<PYTHONIOENCODING>", PYTHONUNBUFFERED = "<PYTHONUNBUFFERED>" }

# codex mcp add zenml --env ZENML_STORE_URL='<ZENML_STORE_URL>' --env ZENML_STORE_API_KEY='<ZENML_STORE_API_KEY>' --env LOGLEVEL='<LOGLEVEL>' --env NO_COLOR='<NO_COLOR>' --env PYTHONIOENCODING='<PYTHONIOENCODING>' --env PYTHONUNBUFFERED='<PYTHONUNBUFFERED>' -- docker run -i --rm -e ZENML_STORE_URL -e ZENML_STORE_API_KEY docker.io/zenmldocker/mcp-zenml:2.0.0

~/.cursor/mcp.json

{
  "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>",
        "LOGLEVEL": "<LOGLEVEL>",
        "NO_COLOR": "<NO_COLOR>",
        "PYTHONIOENCODING": "<PYTHONIOENCODING>",
        "PYTHONUNBUFFERED": "<PYTHONUNBUFFERED>"
      }
    }
  }
}

.vscode/mcp.json

{
  "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>",
        "LOGLEVEL": "<LOGLEVEL>",
        "NO_COLOR": "<NO_COLOR>",
        "PYTHONIOENCODING": "<PYTHONIOENCODING>",
        "PYTHONUNBUFFERED": "<PYTHONUNBUFFERED>"
      }
    }
  }
}

~/.gemini/settings.json

{
  "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>",
        "LOGLEVEL": "<LOGLEVEL>",
        "NO_COLOR": "<NO_COLOR>",
        "PYTHONIOENCODING": "<PYTHONIOENCODING>",
        "PYTHONUNBUFFERED": "<PYTHONUNBUFFERED>"
      }
    }
  }
}

claude_desktop_config.json

{
  "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>",
        "LOGLEVEL": "<LOGLEVEL>",
        "NO_COLOR": "<NO_COLOR>",
        "PYTHONIOENCODING": "<PYTHONIOENCODING>",
        "PYTHONUNBUFFERED": "<PYTHONUNBUFFERED>"
      }
    }
  }
}

.trae/mcp.json

{
  "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>",
        "LOGLEVEL": "<LOGLEVEL>",
        "NO_COLOR": "<NO_COLOR>",
        "PYTHONIOENCODING": "<PYTHONIOENCODING>",
        "PYTHONUNBUFFERED": "<PYTHONUNBUFFERED>"
      }
    }
  }
}

需要的环境变量

ZENML_STORE_URL
ZENML_STORE_API_KEY
LOGLEVEL
NO_COLOR
PYTHONIOENCODING
PYTHONUNBUFFERED

把占位值换成你自己的密钥；不要把密钥提交到代码仓库。

接入配置

需要的环境变量

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