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Introducing the Dreambase MCP

connect your data to any AI agent

Build a data-driven company without hiring a data team. Connect Supabase in seconds and automate your analytics from day one with our AI data agents.

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Scanning organizations...

69%

Table

Columns

Rows

Status

users

idemailnamecreated_atupdated_at

12,458

profiles

iduser_idavatarbiosettings

11,892

subscriptions

iduser_idplanstatusexpires_at

8,234

invoices

idsubscription_idamountpaid_at

24,567

events

iduser_idtypedatatimestamp

847,291

sessions

iduser_idtokenipexpires_at

34,521

organizations

idnameowner_idplancreated_at

2,341

features

idnameenabledconfigorg_id

892

api_keys

idorg_idkey_hashlast_usedscopes

4,521

payments

idinvoice_idamountmethodstatus

19,823

10 tables indexed with 49 columnsReady for insights

Period:Last 30 days

Plan:All Plans

Region:All Regions

MRR

$82,400

+12.3%

ARR

$988K

+14.1%

ARPU

$66

+3.4%

Avg LTV

$2,840

+5.2%

MRR Trend

Trailing 12-month recurring revenue

Revenue by Plan

Tier hierarchy shown by shade — deeper = entry-level

Top Revenue Accounts

Acme Corp

Enterprise

$8,400

DataFlow Labs

Enterprise

$6,800

TechStart Inc

Team

$4,200

CloudNine

Pro

$1,200

Recent Upgrades

StartupXYZ

Pro -> Team

+$180/mo

DevShop Co

Team -> Enterprise

+$400/mo

Analytics Plus

Free -> Pro

+$49/mo

Portal Co

Free -> Pro

+$49/mo

Revenue Acceleration

MRR growth rate increased from 8% to 12% over the last quarter, driven primarily by Enterprise upgrades.

ARPU Opportunity

Pro plan users show 3x higher engagement. Consider targeted upgrade campaigns to convert them to Team.

Expansion Revenue

42% of revenue growth came from existing customers expanding their plans, indicating strong product-market fit.

Customer Retention

92% of customers are still using the product after 12 months, indicating strong customer retention.

Connect everything.

Transfer nothing.

Direct connections, APIs, and MCP integrations map every source your team already uses in an AI-native semantic data layer. No warehouses. No duplicated data.

Sources

users

subscriptions

invoices

events

Polar API

Posthog MCP

Dreambase6 sources · 12 metrics

Outputs

Revenue Dashboard

Growth Dashboard

Churn Dashboard

Subscription Report

Retention Report

Usage Report

Revenue Dashboard

Live

MRR

$47.2K

+12%

Customers

1,247

+6.8%

Churn

2.1%

-1.1pp

Revenue Trend

MetricQ4Q1Δ

MRR$42K$47K+12%

ARPU$36$38+5%

NPS6872+4pts

Your virtual data team, working around the clock to grow your business.

Delegate your data tasks to specialized AI agents available 24/7 to keep your business informed. Agents query data, build pipelines, find patterns, and deliver recommendations. Access through MCP, CLI, or the Dreambase UI.

INGEST

Data Engineer

Monitors system health, optimizes queries, and ensures the semantic layer is always updated.

EXPLORE

Data Analyst

Designs the dashboards of your dreams, an expert with queries, dashboards, analysis, and data.

DECIDE

Business Insights

Proactively finds anomalies, trends, and opportunities before your coffee.

From your Supabase database to

insights in seconds.

No setup wizards. No SDK integration. No waiting for data to populate.

Connect your Supabase project

One-click connection via Supabase Auth. We automatically detect your schema and relationships.

Supabase Connection

Connected

Connected!

Project

customer-app

customer-app

internal-tools

staging-env

marketing-site

Schemas

public

analytics

storage

AI analyzes your data

Our AI agents scan your schema, understand your tables, infer usage patterns, and identify key metrics.

public.users

public.profiles

public.subscriptions

public.invoices

public.events

public.sessions

public.organizations

public.features

public.api_keys

public.audit_logs

public.notifications

public.payments

public.tokens

public.usage_metrics

35 tables indexed and scanned!

Schemas

Tables

RLS Tables

1,247

Active Users

2.4 GB

Storage

847 MB

DB Size

Score 74/100

RLS Coverage

72%

Indexing

85%

Error-Free

91%

Performance

64%

Get instant insights

Within seconds, you have dashboards, trends, and actionable insights. No configuration needed.

Conversion Funnel

Visitor to paid pipeline

Trial → Paid conversion is 47.8%

Well above the 25% SaaS industry average, strong PMF.

Onboarding drop-off needs attention

33% of signups don't complete onboarding (1,500+ trials).

Onboarding in less than

30 seconds.

See how fast you can go from setup to insight!

Watch the demo

Dreambase Analyst Agent

Aug 6, 2026 at 4:56 AM

To:you@your-inbox.com

The Week in Data

Night Edition · Vol. 3 · No. 19

May 12 — May 18, 2026

Lead story · Security

Failed logins tripled on Saturday. Nothing got in.

9,840

Failed login attempts · ↑ 215.4% WoW

Twelve targeted accounts, all of it absorbed by rate limiting. No unauthorized access, no lockouts, MFA at 78.8%.

The verdict

Demand accelerated. The plumbing did not keep up.

Good·: Funnel, pipeline, partners and billing advanced together; compute spend fell 18.9%.
Watch·: Freshness lag +77.4%, cold start +36.8%, trading P&L −$76.28.
Caveat·: Thu and Fri buckets missing — totals are a floor.

The scoreboard

31 up · 16 down

Billing Health

Trial conversion

21.3%↑ 15.8%

Content & SEO

Organic clicks

57.6K↑ 19.5%

Data Pipeline

Median freshness lag

14.9 min↑ 77.4%

Infrastructure Cost

Cost per 1K queries

$29↓ 29.3%

Marketing Funnel

Landing page conv.

4.2%↑ 35.5%

Mobile App Health

Cold start time

2.6 s↑ 36.8%

Partner Ecosystem

Integration installs

389↑ 81.8%

Sales Pipeline

Pipeline created

$2.46M↑ 33.7%

Security & Compliance

Failed login attempts

9,840↑ 215.4%

Support Operations

First response time

51.8 min↓ 19.3%

Trading Performance

Net P&L (closed)

−$76.28↓ 106.8%

User Engagement

Queries run

168.4K↑ 17.9%

All 12 dashboards →

Wake up to insights. Your agents work while you sleep.

Your virtual data team works around the clock, keeping your data clean, up to date, continuously refreshed, and constantly surfacing new insights while detecting anomalies for you.

Custom alerts and schedules

Emails with insights and updates

Slack channel team notifications

Your database is the source of truth.

Traditional analytics relies on proxies - click streams, event tracking, browser data. Your real product data lives in your Supabase database. We start there. No data warehouses. No data teams. Just instant intelligence from Day 0.

Mixpanel

Invoice #MP-2024Jan 15

Growth Plan$399

Add-ons$100

Total Due$499/mo

AMP

Amplitude

Invoice #AMP-2024Jan 15

Plus Plan$795

Extra MTUs$200

Total Due$995/mo

Analytics Expenses

-100%

Before

$1,494

After

Saved

$17.9K/yr

Dreambase replaces both tools

Save Tons of Time & Money. No need to purchase expensive software licenses with complex setup and fragmented offerings.

Startup First Hires

3 open

🔧

Data Engineer

Senior • Full-time

$180K

🔬

Data Scientist

Senior • Full-time

$165K

📊

Data Analyst

Senior • Full-time

$120K

🤖

AI Engineer

Senior • Full-time

$175KHire

🚀

GTM Ops

Senior • Full-time

$140KHire

🎨

Designer

Senior • Full-time

$145KHire

$465K/yr saved • AI handles analytics

Data Team Not Required. Focus on building a team you need rather than having to hire dedicated staff to move and prepare data.

users

user_123

name

Jane Doe

jane@acme.co

companies

comp_1

user_id

user_123

name

Acme Inc

role

Admin

activities

act_99

user_id

user_123

event

signup

time

2m ago

sales

sale_42

user_id

user_123

amount

$2,400

date

Jan 15

subs

sub_8

user_id

user_123

plan

Pro

status

Active

user_123 linked across all tables • Single source of truth

Single Source of Truth. Eliminate competing data silos that all diverge over time and get answers from your database without moving data.

The most affordable data team

on the planet.

Start operating like the business you aspire to be today.

Yearly

Monthly

14 day free trial on all paid plans

PRO

For solo founders and small teams.

$29

$49

per month (annual)

Users

Live Dashboards

Live Dashboards with filtering, full editing, and live data refresh.

Reports & Insights

Static snapshot reports with AI generated insights.

Supabase Health Assessments

Health reports for common Supabase & Postgres issues, click to learn more

MCP Connectors

MCP Server connectors with MCP tools for custom skills

API Integrations

REST API integrations with 3rd party software to connect to dashboards and reports

Advanced AI Models

Advanced models like the latest Claude Sonnet and GPT Pro

Multiple Supabase Workspaces

Multiple Dreambase Workspaces supporting multiple Supabase projects

Start Free

TEAM

For startups and growing teams.

$249

per month (annual only)

Users

Live Dashboards

Live Dashboards with filtering, full editing, and live data refresh.

Reports & Insights

Static snapshot reports with AI generated insights.

Supabase Health Assessments

Health reports for common Supabase & Postgres issues, click to learn more

MCP Connectors

MCP Server connectors with MCP tools for custom skills

API Integrations

REST API integrations with 3rd party software to connect to dashboards and reports

Advanced AI Models

Advanced models like the latest Claude Sonnet and GPT Pro

Multiple Supabase Workspaces

Multiple Dreambase Workspaces supporting multiple Supabase projects

Start Free

ENTERPRISE

For large corporations at scale.

Contact Us

custom & promo pricing available

Users

Live Dashboards

Live Dashboards with filtering, full editing, and live data refresh.

Reports & Insights

Static snapshot reports with AI generated insights.

Supabase Health Assessments

Health reports for common Supabase & Postgres issues, click to learn more

All Marketplace Integrations

Custom integrations with 3rd part software via REST API & MCP Servers. Click to learn more

SOC 2 Compliance

SOC2 Type II Compliance

Advanced AI Models

Advanced models like the latest Claude Sonnet and GPT Pro

Multiple Supabase Workspaces

Multiple Dreambase Workspaces supporting multiple Supabase projects

FREE

Single Developer • 1 dashboard • limited reports • health assessments included

Get started free

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your Supabase data?

Get instant dashboards, insights, and reports from your database. No setup required. Start free today.

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