Dreambase

Dreambase is an AI-powered analytics platform built specifically for Supabase users, letting founders and small teams get instant business intelligence directly from their database. Made by Dream, Inc., it positions itself as a virtual data team — replacing the need for dedicated data engineers, analysts, and expensive third-party analytics tools. The product is available as a web app with MCP, CLI, and API access options.

What It Is

Dreambase connects to a Supabase project via one-click OAuth and automatically scans the database schema, infers relationships, and surfaces key business metrics — all without requiring any SDK integration, event tracking setup, or data warehouse. It uses specialized AI agents to handle data engineering, analysis, and business insights tasks around the clock. The core pitch is that your Supabase database is already the source of truth, so analytics should start there rather than from browser-side event streams or third-party proxies.

How the AI Agent Workflow Works

Dreambase organizes its intelligence layer into three distinct AI agent roles:

• Data Engineer Agent — monitors system health, optimizes queries, and keeps the semantic layer updated
• Data Analyst Agent — designs dashboards, writes queries, and performs ad hoc analysis
• Business Insights Agent — proactively surfaces anomalies, trends, and growth opportunities

These agents run continuously and can deliver scheduled email digests and Slack notifications with metric snapshots, comparisons against prior periods, and plain-language commentary on changes.

Setup Path

The onboarding flow is designed to require zero configuration:

1. Connect a Supabase project via Supabase Auth (one click)
2. Dreambase automatically detects schema, tables, and relationships
3. Dashboards, conversion funnels, and metric reports are generated within seconds

The platform indexes tables, identifies RLS coverage, and flags performance or indexing issues as part of an initial health assessment — no manual metric definition required.

Integrations and Access Model

Dreambase supports direct database connections alongside REST API integrations and MCP (Model Context Protocol) server connectors. The homepage lists integrations with tools such as Polar API and PostHog MCP, and outputs include live dashboards, subscription reports, retention reports, and usage reports. Teams can access Dreambase through the web UI, via MCP tools for custom agent skills, or through a CLI. Slack notifications and scheduled email insights are also supported.

Why It Matters for Supabase-First Teams

The product targets early-stage SaaS founders and small teams who are already on Supabase but lack the budget or headcount for a dedicated data stack. Dreambase's homepage frames the value proposition around eliminating the cost of tools like Mixpanel and Amplitude as well as avoiding senior data engineering and data science hires. By querying the production database directly — without moving data to a warehouse — it avoids the latency and complexity of traditional analytics pipelines.