mcp-dagster
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TDQS
Scored across 6 tools
Each tool targets a distinct resource: instance summary, asset list, single asset state, run list, single run detail, and sensors/schedules. The only soft overlap is dagster_overview, which summarizes runs and schedules that dagster_list_runs and dagster_sensors_schedules also expose, but the descriptions make the summary-vs-detail distinction clear enough.
All tools share the dagster_ prefix and snake_case, giving a predictable namespace. Most follow a verb_noun shape (list_assets, list_runs, run_detail, asset_state), with dagster_overview and dagster_sensors_schedules being minor deviations but still readable.
Six tools is well-scoped for a Dagster observability surface, covering summary, assets, runs, and schedules without redundancy. Every tool earns its place and nothing feels like filler.
The surface is read-only: there is no way to launch or re-run a job, trigger a backfill (despite backfills being mentioned in the overview), or materialize an asset, and no run logs access. These are notable gaps for an agent trying to act on Dagster, though inspection workflows are well covered.