zenml-io/mcp-zenml

tools

• diagnose_zenml_setup

  Diagnose server setup (env vars, SDK, connectivity, auth). Works even when misconfigured.

• get_active_project

  Get the currently active project

• get_build

  Get build details (image, code embedding)

• get_deployment

  Get a deployment's runtime status and URL

• get_deployment_logs

  Get bounded logs from a deployment (tail=100 default, max 1000)

• get_project

  Get project details by name/ID

• get_run_template

  Use get_snapshot instead

• get_snapshot

  Get a frozen pipeline configuration by name/ID

• get_tag

  Get tag details (exclusive, colors)

• list_artifacts

  Artifact metadata

• list_builds

  List builds with filters (is_local, contains_code)

• list_deployments

  List deployments with filters (status, pipeline, tag)

• list_projects

  List all projects

• list_run_templates

  Use list_snapshots instead

• list_secrets

  Secret names (not values)

• list_snapshots

  List snapshots with filters (runnable, deployable, deployed, tag)

• list_tags

  List tags with filters (resource_type)

• most_recent_runs

  Get N most recent runs

• open_pipeline_run_dashboard

  Open interactive pipeline runs dashboard (MCP App)

• open_run_activity_chart

  Open 30-day run activity bar chart (MCP App)

• recent_runs_analysis

  Analyze recent pipeline runs

• stack_components_analysis

  Analyze stack component usage

• trigger_pipeline

  Trigger a pipeline run (prefer snapshot_name_or_id parameter)