dolphin-mcp-pilot
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TDQS
Scored across 58 tools
Many tools have clearly distinct purposes, but there is overlap between ds_create_workflow and ds_create_dag_workflow (both create workflows, one in simple SQL mode, the other generic DAG) and between ds_update_workflow and ds_modify_workflow_dag (both update workflows). The raw passthrough tools also add a layer of generic capability that could cause confusion.
All tools use the ds_ prefix and mostly follow a verb_noun pattern (e.g., ds_list_projects, ds_create_workflow, ds_delete_resource). Minor deviations like ds_online_create_file and ds_complement_data are slightly inconsistent but still readable.
58 tools is a heavy count, especially with niche operations like ds_list_users, ds_list_tenants, and four raw HTTP passthrough methods. While the domain is broad, the sheer number makes selection harder and suggests some tools could be merged or removed.
The tool surface is comprehensive for workflow, project, instance, schedule, and resource lifecycle management, including versioning, cloning, and troubleshooting. Missing capabilities include datasource CRUD (only listing is available) and more granular admin operations like user/tenant creation or modification.