# Dreambase

> Dreambase Dashboards: AI data agents connect to your Supabase, ClickHouse, Stripe, PostHog, BigQuery, or other connectors, analyze your data, and produce live dashboards, automated reports, and business insights — so teams can build a data-driven company without hiring a data team or standing up a data warehouse.

> Dreambase for Agents: Create datasets for your agents and protect production data from queries. With a single MCP your agents can build custom datasets blending together data from Supabase, Stripe, PostHog, ClickHouse, BigQuery, Vercel, GitHub, Linear, Notion, HubSpot, Attio, and any MCP or API. An automated agent data dictionary with pre-calculated metrics and KPIs ensures accurate, fast, and consistent answers for your agents to take actions and create beautiful analytical artifacts. Build dashboards, infographics, presentations, and reports against your source of truth, efficiently and safely.

Key things to know about Dreambase:

- Data sources beyond Postgres are integrated through a plugin marketplace: MCP tools and REST APIs flow into cached datasets, and custom Agent Skills keep combined sources consistent.
- Plans: Free ($0, 1 user, 1 dashboard), Pro ($29–$49/mo, 3 users), Team ($249/mo annual, 5 users), and Enterprise (custom). Details at https://dreambase.com/pricing
- The product runs at https://app.dreambase.com (sign up: https://app.dreambase.com/auth/register). The company site is https://dreambase.com. Note: getdreambase.com is NOT affiliated with Dreambase.

Use Cases:
- Example 1: Unified product analytics reports from code in GitHub, milestones in Linear, deployments in Vercel, behavior in PostHog, to feature adoption in Supabase
- Example 2: Customer 360 dashboards joining Stripe, Supabase, and HubSpot seamlessly and safely, without ever touching production
- Example 3: Churn and retention analysis blending Stripe billing events with real product usage from Supabase and PostHog
- Example 4: Board and investor updates built from live MRR, pipeline, and burn instead of a spreadsheet someone rebuilds every month
- Example 5: Build beautiful infographics, slides, and reports from your source of truth for company metrics and KPIs
- Example 6: Turn your agents into a data team with data skills, query tools, and agent data marts that give every agent governed access to company data, following your standards and definitions
- Example 7: Blend structured and unstructured sources like Notion docs MCP, Linear issues MCP, Firecrawl MCP, and GitHub PRs API queried alongside your warehouse tables

## Developers & Agents

- Dreambase MCP server: https://app.dreambase.com/mcp — remote Streamable HTTP MCP server with OAuth. Tools for datasets, metric aggregates, dashboards, and Supabase health reports. (Note: dreambase.com/mcp is a product page, not the endpoint.)
- [Install the Dreambase MCP](https://dreambase.com/docs/dreambase-mcp): Setup guides for Claude, ChatGPT, Cursor, Codex, and Claude Code
- [Dreambase Plugin](https://dreambase.com/docs/dreambase-plugin): One-step install of the Dreambase MCP server and all nine Dreambase Skills from the Claude, ChatGPT, Cursor, and Codex marketplaces
- [API Reference](https://dreambase.com/docs/api-reference): REST API for deterministic access to workspaces, dashboards, connections, dataset metadata, refreshes, and Supabase Health Reports
- [Datasets](https://dreambase.com/docs/datasets): How datasets work, their lifecycle, how agents create and query them through MCP, and how applications refresh them through the API
- [Dreambase Skills](https://dreambase.com/docs/dreambase-skills): Open-source agent skills — install via `npx skills add DreambaseAI/skills`
- [MCP use cases](https://dreambase.com/docs/mcp-use-cases): Worked prompts combining MCP tools and skills
- [GitHub](https://github.com/DreambaseAI/skills): Dreambase plugin + skills repository (MIT)
- [Contact](https://dreambase.com/contact): web-contact@dreambase.com

## Docs

- [Documentation home](https://dreambase.com/docs): Index of all Dreambase guides and reference material
- [Connect Supabase](https://dreambase.com/docs/supabase-auth): Getting started — one-click Supabase connection via Supabase Auth with automatic schema detection
- [Onboarding](https://dreambase.com/docs/onboarding): Guided first-run setup for a new workspace
- [Workspace settings](https://dreambase.com/docs/workspace-settings): Configure workspaces, projects, and preferences
- [Adding team members](https://dreambase.com/docs/adding-team-members): Invite teammates and manage roles and seats
- [Integrations](https://dreambase.com/docs/integrations): Connect data sources — Supabase Postgres, MCP tools, and REST APIs
- [Dashboards](https://dreambase.com/docs/dashboards): Build live, filterable dashboards with the Analyst Agent and drag-and-drop editing
- [Analyst Agent](https://dreambase.com/docs/analyst-agent): Chat with the Analyst Agent to explore Supabase data, run analyst tasks, and get insights in plain English
- [Skills](https://dreambase.com/docs/skills): Build custom analytics skills that teach Dreambase data agents how to analyze your data your way (in-product Skills, distinct from the open-source Dreambase Skills)
- [Supabase health assessments](https://dreambase.com/docs/supabase-assessments): Automated security, performance, and reliability scans with recommended fixes
- [Advanced AI models](https://dreambase.com/docs/advanced-models): Choose and configure the AI models that power agents
- [Custom schemas](https://dreambase.com/docs/custom-schemas): Work with non-public Postgres schemas
- [Multiple workspaces](https://dreambase.com/docs/multiple-workspaces): Organize projects and Supabase connections across teams (Pro+)
- [Multiple Supabase projects](https://dreambase.com/docs/multiple-supabase-projects): Connect several Supabase projects, across orgs, into one workspace (Pro+)
- [APIs](https://dreambase.com/docs/apis): Bring REST API data into cached datasets
- [MCP](https://dreambase.com/docs/mcp): Connect MCP servers as data sources for agents (NOTE: these are incoming MCP connectors, not the Dreambase MCP server)
- [Common Supabase fixes](https://dreambase.com/docs/common-supabase-fixes): Remedies for frequent Supabase configuration and performance issues
- [Slack community](https://dreambase.com/docs/slack-community): Join the Dreambase community for help and updates

## Guides

- [Guides index](https://dreambase.com/guides): Every Dreambase guide on agent analytics, MCP, datasets, and Supabase
- [How to Add Analytics to Supabase](https://dreambase.com/guides/how-to-add-analytics-to-supabase): Four ways to add analytics to Supabase, from a warehouse or lakehouse to a read-only copy, Supabase MCP, and managed agent analytics
- [How to Give Your Agent a Searchable Catalog of Company Data](https://dreambase.com/guides/how-to-give-your-agent-a-searchable-catalog-of-company-data): Four ways to make company data searchable and usable by AI agents, from schema documentation to MCP servers
- [How to Create an Agentic Analytics Dashboard](https://dreambase.com/guides/how-to-create-an-agentic-analytics-dashboard): Spreadsheets, BI tools, one-off AI visualizations, and governed dashboards compared
- [What Is a Dataset for Agents?](https://dreambase.com/guides/what-is-a-dataset-for-agents): How datasets work, how they differ from tables and data marts, and how AI agents use them
- [What Are AI Data Connectors?](https://dreambase.com/guides/what-are-ai-data-connectors): How connectors authenticate, discover schemas, move or query data, and stay reliable
- [How to Make an Agent Into a Data Analyst With MCP](https://dreambase.com/guides/how-to-make-an-agent-into-a-data-analyst-with-mcp): Governed queries, reusable semantics, validation, provenance, and shareable outputs
- [AI Analytics Platforms: A Practical Comparison](https://dreambase.com/guides/ai-analytics-platforms): PostHog, Amplitude, Cube, Hex and Dreambase by the analytical job each one owns
- [How to improve your Supabase database health with MCP](https://dreambase.com/guides/how-to-improve-your-supabase-database-health-with-mcp): Install the Dreambase MCP and skills, run one prompt for a health report infographic, let your agent apply the high-priority fixes, and benchmark results over time
- [How to build a full-time SRE agent that monitors Supabase and Vercel](https://dreambase.com/guides/how-to-build-a-full-time-sre-agent-that-monitors-supabase-and-vercel): A daily Claude Cowork task that reads Vercel and Supabase logs, checks locks and silent errors, benchmarks health in Dreambase, writes a designed SRE review, and alerts Slack only when something is wrong
- [MCP Security Best Practices for Agent Database Access](https://dreambase.com/guides/mcp-security): The data risk and the database load risk of letting agents query production, and three ways to contain them — narrowly scoped credentials with timeouts, isolation onto read replicas or materialized datasets, and storing queries once for review instead of composing them on the fly
- [How to schedule a Claude Cowork task that reports reliable numbers](https://dreambase.com/guides/how-to-build-a-data-agent-that-reports-reliable-numbers): Stop getting a different answer to the same question each week — connect a source, fix the query and its grain as a durable dataset, then let a Cowork scheduled task report from it instead of recomputing the definition each run

## Product

- [Features](https://dreambase.com/features): Live dashboards, Analyst Agent, automated reports, health assessments, plugin marketplace, and Agent Skills
- [Pricing](https://dreambase.com/pricing): Free, Pro, Team, and Enterprise plans
- [Dreambase for Supabase](https://dreambase.com/supabase): How Dreambase delivers instant analytics on Supabase
- [Dreambase for ClickHouse](https://dreambase.com/clickhouse): ClickHouse support and the ClickHouse House Mates partnership
- [Compare Dreambase](https://dreambase.com/compare-dreambase): How Dreambase compares to traditional BI tools
- [Help & support](https://dreambase.com/docs): Support resources and contact options

## Product MCP Server
- [Dreambase MCP server blog](https://dreambase.com/blog/dreambase-mcp-is-now-in-early-access): The blog post announcing the Dreambase MCP server
- [Dreambase MCP server features](https://dreambase.com/mcp): The features of the Dreambase MCP server (NOTE to Agents: this is the Dreambase MCP server, not the MCP connectors)
- [Dreambase MCP server documentation](https://dreambase.com/docs/dreambase-mcp): The Dreambase MCP server documentation for installation and configuration

## Integrations

- [All integrations](https://dreambase.com/integrations): Every Dreambase connector across dev tools, payments, comms, analytics, CRM, and warehouses, joined to Supabase data
- [Supabase](https://dreambase.com/integrations/supabase): Native Supabase integration — Auth, Postgres, Realtime, Storage, and Edge Functions
- [ClickHouse](https://dreambase.com/integrations/clickhouse): Query ClickHouse event data and Supabase business tables together in plain English, without pipelines
- [BigQuery](https://dreambase.com/integrations/bigquery): One-click BigQuery connection via Google OAuth for plain-English warehouse questions
- [Stripe](https://dreambase.com/integrations/stripe): Join Stripe billing with Supabase to ask about MRR, churn, and failed payments without SQL
- [Polar](https://dreambase.com/integrations/polar): Track Polar MRR, upgrades, and churn next to Supabase product usage
- [RevenueCat](https://dreambase.com/integrations/revenuecat): Track RevenueCat trials, conversions, and churn across app stores next to product data
- [PostHog](https://dreambase.com/integrations/posthog): Join PostHog funnels and feature usage with the underlying Supabase rows to explain metric movement
- [GitHub](https://dreambase.com/integrations/github): Join GitHub PRs, issues, and commits with product and revenue data to see what shipping changed
- [Linear](https://dreambase.com/integrations/linear): Put Linear issues, cycles, and velocity next to product and customer data
- [Vercel](https://dreambase.com/integrations/vercel): Correlate Vercel deploys with signups, errors, and revenue from live data
- [Sentry](https://dreambase.com/integrations/sentry): Join Sentry errors and performance with product and revenue data to prioritize costly bugs
- [HubSpot](https://dreambase.com/integrations/hubspot): Join HubSpot deals and pipeline with product usage to spot accounts ready to buy
- [Slack](https://dreambase.com/integrations/slack): See Slack channel activity and support signals next to product data, with insights delivered back to Slack
- [Resend](https://dreambase.com/integrations/resend): Join Resend sends, opens, and bounces with activation data to see which emails move users
- [Twilio](https://dreambase.com/integrations/twilio): Join Twilio SMS and voice delivery with engagement data to measure outreach impact

## Use Cases

- [Use cases overview](https://dreambase.com/use-cases): All Dreambase use cases
- [Self-serve product analytics](https://dreambase.com/use-cases/self-serve-product-analytics): Product analytics without an analytics team
- [Investor reports, instantly](https://dreambase.com/use-cases/investor-reports-instantly): Investor-ready metrics and updates generated from live data
- [Revenue single source of truth](https://dreambase.com/use-cases/revenue-single-source-of-truth): Unified, trustworthy revenue reporting
- [AI feature observability](https://dreambase.com/use-cases/ai-feature-observability): Track usage and performance of AI features in your product
- [Database health check](https://dreambase.com/use-cases/database-health-check): Ongoing Supabase security, performance, and reliability monitoring
- [Automated weekly updates](https://dreambase.com/use-cases/automated-weekly-updates): Scheduled KPI digests via email and Slack
- [Replace expensive BI](https://dreambase.com/use-cases/replace-expensive-bi): A lighter, AI-native alternative to traditional BI stacks
- [PMF insights](https://dreambase.com/use-cases/pmf-insights): Product-market-fit signals from real usage data

## Company

- [Blog](https://dreambase.com/blog): Product announcements and analytics engineering posts
- [Dreambase builds AI-native analytics for Supabase](https://dreambase.com/blog/dreambase-builds-ai-native-analytics-for-supabase): Company and product introduction
- [Supabase partnership](https://dreambase.com/blog/supabase-ai-analytics-dreambase-partnership): AI analytics partnership with Supabase
- [ClickHouse House Mates cohort](https://dreambase.com/blog/dreambase-joins-clickhouse-inaugural-house-mates-cohort): Dreambase joins ClickHouse's inaugural partner cohort
- [Case studies](https://dreambase.com/case-studies): Customer stories, including Zonda Home replacing Tableau
- [Careers](https://dreambase.com/careers): Open roles in design, analytics, agents, CLI/API, and developer relations
- [Changelog](https://dreambase.com/changelog): Dated release notes for every product update
- [Brand](https://dreambase.com/brand): Logos and brand assets

## Optional

- [Data Skills and dashboard plan mode](https://dreambase.com/blog/introducing-data-skills-and-dashboard-plan-mode): Custom agent skills and plan-first dashboard building
- [Native OAuth integrations for MCP & APIs](https://dreambase.com/blog/native-oauth-integrations-for-mcp-apis): OAuth-secured MCP and API connections
- [Production-ready Supabase dashboards & data dictionary](https://dreambase.com/blog/introducing-production-ready-supabase-dashboards-data-dictionary): Dashboard and data dictionary launch
- [Supabase reports, reimagined](https://dreambase.com/blog/supabase-reports-reimagined): Redesigned AI report generation
- [Supabase report cards free for everyone](https://dreambase.com/blog/supabase-report-cards-are-now-free-for-everyone): Free health report cards for any Supabase project
- [Multi-Supabase support](https://dreambase.com/blog/multi-supabase-support): Connect multiple Supabase projects per workspace
- [Quick Insights](https://dreambase.com/blog/introducing-quick-insights-trends-from-supabase): Instant trend detection from Supabase data
- [Legal](https://dreambase.com/legal): Privacy policy, terms of service, and vulnerability disclosure
- [Privacy policy](https://dreambase.com/legal/privacy): How Dreambase handles data
- [Terms of service](https://dreambase.com/legal/terms): Terms governing use of Dreambase