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/preset-mcp-discovery

Use Superset MCP health, instance, list, detail, schema, and chart-type discovery tools. Use only for MCP tool workflows; do not use for direct API work.

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agent-skills
1329 skills

Claude Code

$ npx -y skills add preset-io/agent-skills --skill preset-mcp-discovery --agent claude-code

SKILL.md

preset-mcp-discovery.SKILL.md
name: preset-mcp-discovery
description: Use Superset MCP health, instance, list, detail, schema, and chart-type discovery tools. Use only for MCP tool workflows; do not use for direct API work.

preset-mcp-discovery

Use for MCP metadata discovery that does not require result data or persistent changes.

Always

  • On the Preset gateway, start with `preset-mcp-gateway` (`list_workspaces`, workspace selection). The list/detail tools below are workspace tools called through `call_tool`.
  • Use the single narrowest tool that answers the question; discovery calls are for missing IDs, names, or schemas — not a mandatory ladder.
  • Do not repeat an identical list call; reuse earlier results. Following pagination or refining a search filter when the target was not in the returned page is fine.
  • When a call fails on filter, sort, pagination, or request wrapper fields, fix it against the live tool schema rather than guessing again.
  • Do not expose hidden dataset, database, schema, or SQL details after permission errors.

Decision Rules

  • Use `health_check` and `get_instance_info` only when the user asks about service health or the workspace itself.
  • Use `list_*` tools once to find IDs when the identifier is missing; pick a `page_size` that covers the request in one call.
  • Use `get_*_info` for details of a specific known object.
  • Use `get_schema` only when a request fails or valid filter/sort/select fields are genuinely unknown.

Workflow Order

1. If the needed ID, UUID, slug, or other schema-accepted identifier is already known, skip listing and act on it. Resolve a bare display name with one list/search call. 2. Otherwise list/search once for the object type in question. 3. Fetch details only for the specific object needed. 4. Route to `preset-mcp-data` for result rows, chart data, previews, or rendered SQL. 5. Route to mutation-focused skills before creating or updating objects.

Retrieve

  • Discovery tool map: [references/discovery-tools.md](references/discovery-tools.md)
Read more
@preset-io
Ships withagent-skills

Agent guidance for working with Preset, Apache Superset, and Superset MCP tools. The skills are authored once and load across every supported agent client — see Supported clients.

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Questions about preset-mcp-discovery.

Which coding agents can use preset-mcp-discovery?
preset-mcp-discovery installs in Claude Code, Codex, Cursor, Gemini CLI, GitHub Copilot, OpenCode and Windsurf with the skills CLI, using each agent's flag shown on this page. Flowy's auto-invocation, which fires a skill when your prompt matches, runs in Claude Code only.