QuerypanelList my datasources, then generate SQL for monthly active users.QuerypanelUse QueryPanel MCP init_sdk with mode=headlessQuerypanelSearch the schema, generate SQL for weekly retained users, and save a chart after I approve it.

QueryPanel lets an AI agent configure analytics for a SaaS product without bypassing workspace permissions. Connect data sources, inspect schema context, generate and execute SQL, train business knowledge, and create charts or dashboards through one OAuth-protected MCP server. The workspace identity comes from the validated OAuth token, so tool arguments cannot switch organizations. Database credentials and private SDK keys are not returned by read tools.

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