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MCP server for discovering, reading, and changing ZenML resources with compact generic tools
io.github.zenml-io/mcp-zenml is an MCP server entry in ChatHome Skills, sourced from Official MCP Registry and scored 73/100. As a Model Context Protocol server, it exposes tools that MCP-compatible LLM clients such as Claude, Cursor, and Copilot can call directly, extending an agent's reach beyond its built-in capabilities. ChatHome Skills discovered this entry through its daily ingest of official registries and GitHub discovery queries, and re-verifies repository facts, freshness signals, and install metadata on every run. The quality score weighs official-registry presence, a working install command, license clarity, GitHub star trajectory, and repository freshness — the full formula is on the Sources page. The install command above is ready to copy. Review the last-pushed date and repository status before adding io.github.zenml-io/mcp-zenml to a production agent workflow; the snapshot facts below are point-in-time values from the most recent ingest.
docker run -i --rm docker.io/zenmldocker/mcp-zenml:2.0.0Review the upstream source before running this command.
{
"_meta": {
"io.modelcontextprotocol.registry/official": {
"status": "active",
"isLatest": true,
"updatedAt": "2026-09-21T15:12:02.086839Z",
"publishedAt": "2026-09-21T15:12:02.086839Z",
"statusChangedAt": "2026-09-21T15:12:02.086839Z"
}
},
"server": {
"name": "io.github.zenml-io/mcp-zenml",
"$schema": "https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json",
"version": "2.0.0",
"packages": [
{
"transport": {
"type": "stdio"
},
"identifier": "docker.io/zenmldocker/mcp-zenml:2.0.0",
"registryType": "oci",
"environmentVariables": [
{
"name": "ZENML_STORE_URL",
"format": "string",
"isRequired": true,
"description": "Base URL of your ZenML server (e.g., https://<workspace-id>-zenml.cloudinfra.zenml.io)."
},
{
"name": "ZENML_STORE_API_KEY",
"format": "string",
"isSecret": true,
"isRequired": true,
"description": "API key used to authenticate with your ZenML server (ideally a service account key)."
},
{
"name": "ZENML_MCP_PROFILE",
"format": "string",
"description": "Tool registration profile: compact (default) or legacy."
},
{
"name": "ZENML_MCP_WRITE_POLICY",
"format": "string",
"description": "Mutation policy: read_write (default) or read_only."
}
]
}
],
"repository": {
"url": "https://github.com/zenml-io/mcp-zenml",
"source": "github"
},
"description": "MCP server for discovering, reading, and changing ZenML resources with compact generic tools"
}
}