Partner Delivery

Start Here: Is a MotherDuck Server Active?

Use an active remote MotherDuck MCP server or local MotherDuck server to inspect the in-scope database, schema, grain, keys, and relevant metrics. Reuse known context and narrow discovery to the requested work; do not scan the whole workspace by default. Let the actual data model shape the result.

Resolve the target from the request or active context. Ask only if ambiguity materially affects the result. Without a server, use supplied schema and explicit assumptions for planning; do not imply live validation.

Delivery Defaults

• structural isolation over query-time tenant filtering
• one client database or stronger boundary per client
• shared architecture, client-specific schema
• explicit sharing and revocation per client
• versioned templates for provisioning, validation, handoff, and exception tracking
• role-granted restricted Shares with per-audience include patterns where governed table-level delivery fits
• a reusable Guide topic layout with client-specific referenced definitions and exceptions

Workflow