MCP Zenml
Rank #1,921io.github.zenml-io/mcp-zenml
MCP server for discovering, reading, and changing ZenML resources with compact generic tools
MCP Zenml is a Model Context Protocol (MCP) server published by zenml-io. It ranks #1,921 of 132,046 servers tracked on MCP Toplist, and its repository has 49 GitHub stars. MCP Zenml is listed across 4 registries — Official MCP, mcp.so, Glama and PulseMCP, with 12 tracked versions. It was first listed on Mar 10, 2025 and most recently updated on Sep 21, 2026.
Ranks ahead of 130,125 of 132,046 servers on MCP Toplist.
Use MCP Zenml
Requires user-supplied configuration before first use — typically an API key, token or connection string set via environment variables.
claude mcp add mcp-zenml -e "ZENML_STORE_URL=<your ZENML_STORE_URL>" -e "ZENML_STORE_API_KEY=<your ZENML_STORE_API_KEY>" -e "ZENML_MCP_PROFILE=<your ZENML_MCP_PROFILE>" -e "ZENML_MCP_WRITE_POLICY=<your ZENML_MCP_WRITE_POLICY>" -- docker run -i --rm docker.io/zenmldocker/mcp-zenml:2.0.0Replace each placeholder with your own value before saving.
[mcp_servers.mcp-zenml]
command = "docker"
args = ["run", "-i", "--rm", "docker.io/zenmldocker/mcp-zenml:2.0.0"]
[mcp_servers.mcp-zenml.env]
ZENML_STORE_URL = "<your ZENML_STORE_URL>"
ZENML_STORE_API_KEY = "<your ZENML_STORE_API_KEY>"
ZENML_MCP_PROFILE = "<your ZENML_MCP_PROFILE>"
ZENML_MCP_WRITE_POLICY = "<your ZENML_MCP_WRITE_POLICY>"Add to ~/.codex/config.toml. Replace each placeholder with your own value before saving.
{
"mcpServers": {
"mcp-zenml": {
"command": "docker",
"args": [
"run",
"-i",
"--rm",
"docker.io/zenmldocker/mcp-zenml:2.0.0"
],
"env": {
"ZENML_STORE_URL": "<your ZENML_STORE_URL>",
"ZENML_STORE_API_KEY": "<your ZENML_STORE_API_KEY>",
"ZENML_MCP_PROFILE": "<your ZENML_MCP_PROFILE>",
"ZENML_MCP_WRITE_POLICY": "<your ZENML_MCP_WRITE_POLICY>"
}
}
}
}Add to claude_desktop_config.json (Settings → Developer → Edit Config). Replace each placeholder with your own value before saving.
{
"mcpServers": {
"mcp-zenml": {
"command": "docker",
"args": [
"run",
"-i",
"--rm",
"docker.io/zenmldocker/mcp-zenml:2.0.0"
],
"env": {
"ZENML_STORE_URL": "<your ZENML_STORE_URL>",
"ZENML_STORE_API_KEY": "<your ZENML_STORE_API_KEY>",
"ZENML_MCP_PROFILE": "<your ZENML_MCP_PROFILE>",
"ZENML_MCP_WRITE_POLICY": "<your ZENML_MCP_WRITE_POLICY>"
}
}
}
}Add to ~/.cursor/mcp.json (global) or .cursor/mcp.json (per project). Replace each placeholder with your own value before saving.
{
"servers": {
"mcp-zenml": {
"type": "stdio",
"command": "docker",
"args": [
"run",
"-i",
"--rm",
"docker.io/zenmldocker/mcp-zenml:2.0.0"
],
"env": {
"ZENML_STORE_URL": "<your ZENML_STORE_URL>",
"ZENML_STORE_API_KEY": "<your ZENML_STORE_API_KEY>",
"ZENML_MCP_PROFILE": "<your ZENML_MCP_PROFILE>",
"ZENML_MCP_WRITE_POLICY": "<your ZENML_MCP_WRITE_POLICY>"
}
}
}
}Save as .vscode/mcp.json in your workspace. Replace each placeholder with your own value before saving.
{
"mcpServers": {
"mcp-zenml": {
"command": "docker",
"args": [
"run",
"-i",
"--rm",
"docker.io/zenmldocker/mcp-zenml:2.0.0"
],
"env": {
"ZENML_STORE_URL": "<your ZENML_STORE_URL>",
"ZENML_STORE_API_KEY": "<your ZENML_STORE_API_KEY>",
"ZENML_MCP_PROFILE": "<your ZENML_MCP_PROFILE>",
"ZENML_MCP_WRITE_POLICY": "<your ZENML_MCP_WRITE_POLICY>"
}
}
}
}Add to ~/.codeium/windsurf/mcp_config.json. Replace each placeholder with your own value before saving.
{
"mcpServers": {
"mcp-zenml": {
"command": "docker",
"args": [
"run",
"-i",
"--rm",
"docker.io/zenmldocker/mcp-zenml:2.0.0"
],
"env": {
"ZENML_STORE_URL": "<your ZENML_STORE_URL>",
"ZENML_STORE_API_KEY": "<your ZENML_STORE_API_KEY>",
"ZENML_MCP_PROFILE": "<your ZENML_MCP_PROFILE>",
"ZENML_MCP_WRITE_POLICY": "<your ZENML_MCP_WRITE_POLICY>"
}
}
}
}Replace each placeholder with your own value before saving.
Show your rank
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[](https://mcptoplist.com/server/io.github.zenml-io%2Fmcp-zenml)<a href="https://mcptoplist.com/server/io.github.zenml-io%2Fmcp-zenml"><img src="https://mcptoplist.com/badge/io.github.zenml-io%2Fmcp-zenml.svg" alt="MCP Toplist: Top 5% of 132,046" /></a>Variants: append ?metric=score or ?metric=stars to the image URL.
Listed on 4 registries
zenml-io
Available versions (12)
| Version | Published |
|---|---|
| 2.0.0 | Sep 21, 2026 |
| 1.5.1 | Mar 16, 2026 |
| 1.5.0 | Jan 28, 2026 |
| 1.4.0 | Jan 27, 2026 |
| 1.3.0 | Jan 26, 2026 |
| 1.2.0 | Jan 16, 2026 |
| 1.1.1 | Jan 9, 2026 |
| 1.1.0 | Jan 8, 2026 |
| 1.0.8 | Dec 29, 2025 |
| 1.0.4 | Sep 18, 2025 |
| 1.0.3 | Sep 10, 2025 |
| 0.1.0 | Nov 25, 2024 |
Frequently asked questions
- Who maintains MCP Zenml?
- MCP Zenml is maintained by zenml-io, which publishes 1 MCP server (12 total versions) tracked on MCP Toplist.
- Is MCP Zenml listed on the Official MCP Registry?
- Yes — MCP Zenml is listed on the Official MCP Registry, alongside mcp.so, Glama and PulseMCP.
- How many versions does MCP Zenml have?
- MCP Toplist tracks 12 versions of MCP Zenml, most recently published on Sep 21, 2026.
- Where can I find the source code for MCP Zenml?
- The source code for MCP Zenml is hosted at github.com/zenml-io/mcp-zenml.
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