Querypanel

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.