Same category · AI / LLM
Official publisherMCPNewly listed 2026-10-14
ZenML MCP
by zenml-io · zenml-io/mcp-zenml
Inspect ZenML pipeline runs, artifacts, stacks and model-registry resources through a server with compact resource tools and configurable write policy.
Install from the author’s instructions
Before connecting
- Use a ZenML server and API key with access to the intended project.
- Use Docker for the author’s container example and provide ZENML_STORE_URL and ZENML_STORE_API_KEY.
Docker · official published image
docker run -i --rm \
-e ZENML_STORE_URL="https://your-zenml-server.example.com" \
-e ZENML_STORE_API_KEY="your-api-key" \
zenmldocker/mcp-zenml:latestSources: Author README · Checked 2026-10-14.
The author distinguishes artifact metadata from artifact data. Configure the documented ZENML_MCP_WRITE_POLICY=read_only when you want the server to advertise and allow only read tools.
Sources: Author README · Checked 2026-10-14.
Tools and capabilities
| Capability | What it does |
|---|---|
| zenml_describe_resources | Discover supported resource types and operation schemas. |
| zenml_list_resources | List resources with validated filters and pagination. |
| zenml_get_resource | Read one resource with the required project and parent scope. |
| Pipeline and artifact context | Inspect execution history, step details and artifact metadata. |
Sources: Author README · Checked 2026-10-14.
Workflow examples
Suggested prompts for your own client. These are examples, not recorded tool executions.
Prompt 1
List failed ZenML pipeline runs in a project I select and inspect the relevant step details and logs.Prompt 2
Find a model version and trace its associated pipeline run and artifact metadata without changing registry entries.Sources and verification
Author README, linked first-party setup instructions and public repository metadata reviewed on 2026-10-14. No third-party package was installed, no MCP server was executed, and no hosted service was connected.
Recent activity refers to the repository push timestamp. It does not establish the product’s original release date. Stars are a dated snapshot of the entire repository.
- GitHub repository metadataVerified 2026-10-14
- Author READMEVerified 2026-10-14