MCP server for discovering, reading, and changing ZenML resources with compact generic tools
Connect Runs on your machine
claude mcp add mcp-zenml -e ZENML_STORE_URL=<ZENML_STORE_URL> -e ZENML_STORE_API_KEY=<ZENML_STORE_API_KEY> -e ZENML_MCP_PROFILE=<ZENML_MCP_PROFILE> -e ZENML_MCP_WRITE_POLICY=<ZENML_MCP_WRITE_POLICY> -- docker run -i --rm docker.io/zenmldocker/mcp-zenml:2.1.1{
"mcpServers": {
"mcp-zenml": {
"command": "docker",
"args": [
"run",
"-i",
"--rm",
"docker.io/zenmldocker/mcp-zenml:2.1.1"
],
"env": {
"ZENML_STORE_URL": "<ZENML_STORE_URL>",
"ZENML_STORE_API_KEY": "<ZENML_STORE_API_KEY>",
"ZENML_MCP_PROFILE": "<ZENML_MCP_PROFILE>",
"ZENML_MCP_WRITE_POLICY": "<ZENML_MCP_WRITE_POLICY>"
}
}
}
}{
"mcpServers": {
"mcp-zenml": {
"command": "docker",
"args": [
"run",
"-i",
"--rm",
"docker.io/zenmldocker/mcp-zenml:2.1.1"
],
"env": {
"ZENML_STORE_URL": "<ZENML_STORE_URL>",
"ZENML_STORE_API_KEY": "<ZENML_STORE_API_KEY>",
"ZENML_MCP_PROFILE": "<ZENML_MCP_PROFILE>",
"ZENML_MCP_WRITE_POLICY": "<ZENML_MCP_WRITE_POLICY>"
}
}
}
}{
"servers": {
"mcp-zenml": {
"type": "stdio",
"command": "docker",
"args": [
"run",
"-i",
"--rm",
"docker.io/zenmldocker/mcp-zenml:2.1.1"
],
"env": {
"ZENML_STORE_URL": "<ZENML_STORE_URL>",
"ZENML_STORE_API_KEY": "<ZENML_STORE_API_KEY>",
"ZENML_MCP_PROFILE": "<ZENML_MCP_PROFILE>",
"ZENML_MCP_WRITE_POLICY": "<ZENML_MCP_WRITE_POLICY>"
}
}
}
}Replace the values in angle brackets with your own. Keys stay on your machine; we never see them.
Tools
This server runs locally, so its tools are listed by your MCP client once it starts.
Environment variables
| Name | Description |
|---|---|
ZENML_STORE_URLRequired | Base URL of your ZenML server (e.g., https://<workspace-id>-zenml.cloudinfra.zenml.io). |
ZENML_STORE_API_KEYRequired, secret | API key used to authenticate with your ZenML server (ideally a service account key). |
ZENML_MCP_PROFILEOptional | Tool registration profile: compact (default) or legacy. |
ZENML_MCP_WRITE_POLICYOptional | Mutation policy: read_write (default) or read_only. |
Details
| Package | docker.io/zenmldocker/mcp-zenml:2.1.1 (OCI, stdio) |
| First published | 6 Nov 2026 |
| Last updated | 6 Nov 2026 |
| Registry name | io.github.zenml-io/mcp-zenml |
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