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Use Superset MCP tools for Explore links, chart configuration discovery, chart previews, saved charts, and chart updates. Use only for MCP tool workflows; do not use for direct API work.
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Based on SOC occupation classification
Prepare direct Preset API access: auth, JWT exchange, base URLs, pagination, Rison parameters, response handling, and shared API setup. Use only for direct API workflows; Do not use for MCP-only work.
Inspect Preset workspace dashboards, charts, dashboard composition, screenshots, thumbnails, chart data, and chart/dashboard operation routing through direct Superset API calls. Use only for direct API workflows; Do not use for MCP-only work.
Run or route SQL Lab execution, result retrieval, exports, query stop, saved-query mutation, and permalink workflows through direct Superset API calls. Use only for direct API workflows; Do not use for MCP-only work.
Drive Preset's `sup` CLI (PyPI package `superset-sup`) for shell, scripting, CI/CD, and agent-driven Preset workflows. Use only for CLI workflows; Do not use for MCP-only work or for direct HTTP/SDK code paths.
Inspect and route direct Superset import/export workflows for dashboards, charts, datasets, databases, saved queries, themes, and asset bundles. Use only for direct API workflows; Do not use for MCP-only work.
Inspect Preset SQL Lab bootstrap, query history, saved queries, result/export routing, query control, and SQL execution routing through direct Superset API calls. Use only for direct API workflows; Do not use for MCP-only work.
| name | preset-mcp-visualization |
| description | Use Superset MCP tools for Explore links, chart configuration discovery, chart previews, saved charts, and chart updates. Use only for MCP tool workflows; do not use for direct API work. |
Use for chart and Explore workflows through MCP.
generate_chart directly. Treat "add" as saved-chart intent only when no dashboard target is named; with a dashboard target, route to preset-mcp-dashboard.generate_explore_link for "show", "visualize", "explore", or "preview" requests with no save intent.get_dataset_info once to resolve exact column and metric names before building the config.get_chart_type_schema only for unfamiliar or complex chart types, or after a config validation error — not for simple bar, line, pie, table, or big-number charts.generate_chart request shape: top-level dataset_id (not datasource_id), chart fields nested inside config, and config.chart_type uses the MCP taxonomy, currently common values such as xy, table, pie, pivot_table, mixed_timeseries, handlebars, and big_number — not a Superset viz_type string. If the needed type is not listed or validation fails, trust get_chart_type_schema.generate_chart. Do not substitute an unsaved Explore link.generate_explore_link.update_chart to change an existing saved chart.update_chart_preview only for cached preview form data.preset-mcp-dashboard.get_dataset_info call.generate_chart).get_chart_type_schema once, fix the config against it, and retry once.