Dreambase

Dreambase is an AI-native analytics platform for Supabase. AI data agents connect to a Supabase project in one click via Supabase Auth, automatically detect the schema, and produce live dashboards, automated reports, and business insights without a separate data warehouse or a dedicated data team. An Analyst Agent builds and configures dashboards, ad-hoc reports enrich Supabase data with external sources, and Supabase Health Assessments scan projects for security, performance, and reliability issues with recommended fixes. Data sources beyond Postgres flow in through a plugin marketplace of MCP tools and REST APIs unified into cached datasets. Founded in 2024 and backed by a seed round led by Felicis with participation from Supabase executives.

Dreambase is profiled on the APIs.io network. Tagged areas include Company, Analytics, Business Intelligence, Supabase, and PostgreSQL.

Dreambase’s developer surface includes documentation, getting-started guide, engineering blog, changelog, pricing, signup flow, support, and 10 more developer resources.

🌐 Visit website 📡 Profile data on GitHub

31.5/100 thin ▬ flat Agent 27/100 agent aware Front door AI 6/6 dominant Heartbeat 89/100 alive saas Full breakdown ↓
scored 2026-11-06 · rubric v0.27.0 · Show this score on your site →

AccessFreemium

0 APIs 1 MCP Servers

Company Analytics Business IntelligenceSupabasePostgreSQL Dashboards Data Artificial Intelligence Reporting

Kin Score

Kin Score How this is scored →
scored 2026-11-06 · rubric v0.27.0

Composite quality — 31.5/100 · thin

Contract Quality 0.0 / 21

Developer Ergonomics 4.9 / 17

Access Clarity 13.0 / 17

Operational Transparency 2.9 / 11

Contract Governance 0.0 / 10

Discoverability 5.0 / 9

Regulatory Posture 3.5 / 15

Agent readiness — 27/100 · agent aware

Machine-Readable Contract 0 / 18

Agentic Access Contract 0 / 10

Documented Reversibility 0 / 6

MCP Server 12 / 12

Machine-Readable Auth 10 / 10

Idempotency 0 / 9

Stable Error Semantics 0 / 8

Request/Response Examples 0 / 7

Rate-Limit Signaling 0 / 7

Typed Event Surface 0 / 6

Agent Skills 0 / 5

Well-Known Catalog 0 / 4

Consent & Bot Identity 0 / 3

A2A Agent Card 0 / 8

Dry-Run / Simulate Mode 0 / 4

Delegated User Identity 6 / 6

Protected Resource Metadata 5 / 5

Registration Without a Human 6 / 6

Agentic Commerce Well-Known Document 0 / 5

Pagination 5 / 5

Distinct Operations 3 / 3

MCP Tool Quality 6 / 6

Regulatory Posture applies to this provider. Its tags matched the Horizontal (data, software, accessibility, platform) regime, so Regulatory Posture carries 15 points of the composite. If this regime is wrong for your business, say so on your provider repo — the applicability map is public and we will correct it.

Create-or-Update Ergonomics could not be measured. We hold no machine-readable contract for this provider to read, so there is nothing to measure a write surface against. Excluded rather than scored zero: never-measured and measured-empty are different facts. Publishing an OpenAPI is what makes this facet — and several others — scorable at all.

The six quality facets above are damped to 85 points between them, because the conditional facet above carries the other 15. That is why each facet's contribution is shown against a damped maximum: raising a quality facet moves the composite by 85% of its nominal weight, not 100%. The full arithmetic is at apis.io/rating/.

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Agent readiness — checks not met, largest first (exact, from this profile):

Machine-Readable Contract +18 pts — api_specs includes an OpenAPI document
Agentic Access Contract +10 pts — agentic_access artifact present (x-agentic-access), graded by author
Idempotency +9 pts — OpenAPI mutating operations declare an idempotency key — a header, a request-body property, or a named de-duplication token whose own description says so (verified); else common[].type matches /idempoten/i (documented)
Stable Error Semantics +8 pts — OpenAPI $refs a shared error schema across 4xx/5xx responses (verified), else common[].type includes ErrorCatalog / ErrorCodes / DeclineCodes
A2A Agent Card +8 pts — a2a/-a2a.yml manifest, graded on conformance.grade against A2A 1.0.0
Rate-Limit Signaling +7 pts — OpenAPI responses document X-RateLimit-* / RateLimit headers (verified), else a rate_limits artifact or RateLimits link (documented)

8 more unmet checks in the Agent Readiness table above.

Kin Score — facets with the most composite points still available (weight × headroom):

Contract Quality scores 0.0 — up to +25.0 composite points
Developer Ergonomics scores 28.6 — up to +14.3 composite points
Contract Governance scores 0.0 — up to +12.0 composite points

Each check links to what satisfies it. Publish the artifact, or tell us where it already lives, and the score moves on the next scoring run.

Improve this rating by publishing the missing artifacts — every area above can be raised, and the full rubric is at apis.io/rating/. Every facet and dimension name above is a link: it opens that measurement's own page — what it means, the exact checks that feed it, how the whole catalog distributes on it, and the providers at the top of it. This rating is computed from the provider profile at artifacts.apis.io/dreambase/apis.yml: open an issue on github.com/api-evangelist/dreambase to ask a question or point us at an artifact you publish. Submit an artifact on GitHub — free → Manage your own listing — the Influence plan, $499/mo →

Standards implemented 3

Standards this provider implements or carries. De facto ones are profiled and measured by the API Commons; formal ones come from the standards directory and are linked by the provider's own tags. The evidence column says how each claim was established — not that it was made.

Model Context Protocol (MCP)

measured — observed by APIs.io (verified)

OAuth 2.0 Protected Resource Metadata

measured — observed by APIs.io (verified)

Dynamic Client Registration

measured — observed by APIs.io (published)

MCP Servers 1

Model Context Protocol servers that expose these APIs to AI agents.

Dreambase MCP Server

Remote MCP server at app.dreambase.com over HTTP.

MCP SERVER

Dreambase API pricing

Prices published by Dreambase, read 2026-10-07 from dreambase.com/pricing.

Plan	Price
FREE	Start Free Includes: 1 user, 1 dashboard, 1 Supabase schema
PRO	$29 per month (annual) Includes: 3 users, 5 Live Dashboards
TEAM	$249 per month (annual only) Includes: 5 users, 15 Live Dashboards
ENTERPRISE	Contact Us Includes: custom & promo pricing available

Plan details, limits and sources →

Pricing Plans 1

Published pricing tiers and plan structures.

Dreambase Plans Pricing

4 plans

PLANS

Security Posture 2

Authentication, domain security, vulnerability disclosure, and trust-center signals.

Dreambase Domain Security

TLSv1.3 · HSTS · DNSSEC · DMARC

SECURITY

Dreambase Vulnerability Disclosure

contact published

SECURITY

Resources

Get Started 3

Portal, sign-up, and the first successful call

GettingStarted

GettingStarted

SignUp

SignUp

Login

Documentation 1

Reference material describing how the API behaves

Documentation

Documentation

Agent Surfaces 1

MCP servers, agent skills, and machine-readable catalogs

LLMsTxt

LLMsTxt

Access & Security 3

Authentication, authorization, and security posture

VulnerabilityDisclosure

VulnerabilityDisclosure

Security

Security

DomainSecurity

DomainSecurity

Operate 3

Status, limits, changes, and where to get help

ChangeLog

ChangeLog

ChangeLog

ChangeLog

Support

Support

Commercial 4

Pricing, plans, and the legal terms of use

Plans

Pricing

TermsOfService

PrivacyPolicy

Company 2

The organization behind the API

Blog

Blog

Website

Website

Source (apis.yml)

aid: dreambase
name: Dreambase
description: Dreambase is an AI-native analytics platform for Supabase. AI data agents connect to a Supabase project in one
  click via Supabase Auth, automatically detect the schema, and produce live dashboards, automated reports, and business insights
  without a separate data warehouse or a dedicated data team. An Analyst Agent builds and configures dashboards, ad-hoc reports
  enrich Supabase data with external sources, and Supabase Health Assessments scan projects for security, performance, and
  reliability issues with recommended fixes. Data sources beyond Postgres flow in through a plugin marketplace of MCP tools
  and REST APIs unified into cached datasets. Founded in 2024 and backed by a seed round led by Felicis with participation
  from Supabase executives.
url: https://raw.githubusercontent.com/api-evangelist/dreambase/refs/heads/main/apis.yml
x-type: company
x-source: vc-portfolio
x-backed-by:
- felicis
x-tier: stub
x-tier-reason: portfolio-lead
deliveryModel:
  model: saas
  open_source: false
  commercial: true
  callable_host: false
  label: Hosted service · you call their endpoint
  confidence: medium
  source:
  - pricing
  generated: '2026-08-28'
  method: derived
accessModel:
  pricing: freemium
  onboarding: unknown
  trial: false
  try_now: false
  public: false
  label: Freemium
  confidence: low
  source:
  - plans
  - security
  generated: '2026-11-06'
  method: derived
specificationVersion: '0.23'
created: '2026-07-17'
modified: '2026-07-18'
image: https://framerusercontent.com/images/fgMgSw80nMFDR7BquNzNXt5ALC8.png
tags:
- Company
- Analytics
- Business Intelligence
- Supabase
- PostgreSQL
- Dashboards
- Data
- Artificial Intelligence
- Reporting
tags_raw:
- Company
- Analytics
- Business Intelligence
- Supabase
- Postgres
- Dashboards
- Data
- Artificial Intelligence
- Reporting
apis: []
maintainers:
- FN: Kin Lane
  email: kin@apievangelist.com
- FN: APIs.json
  email: info@apis.io
common:
- type: Plans
  url: plans/dreambase-plans-pricing.yml
- type: Documentation
  url: https://dreambase.com/docs
- type: GettingStarted
  url: https://dreambase.com/docs/supabase-auth
- type: Blog
  url: https://dreambase.com/blog
- type: ChangeLog
  url: https://dreambase.com/changelog
- type: ChangeLog
  name: Dreambase changelog (structured)
  url: changelog/dreambase-changelog.yml
- type: Pricing
  url: https://dreambase.com/pricing
- type: SignUp
  url: https://app.dreambase.com/auth/register
- type: Login
  url: https://app.dreambase.com/auth/login
- type: Support
  url: https://dreambase.com/help
- type: TermsOfService
  url: https://dreambase.com/legal/terms
- type: PrivacyPolicy
  url: https://dreambase.com/legal/privacy
- type: LLMsTxt
  url: llms/dreambase-llms.txt
- type: VulnerabilityDisclosure
  url: security/dreambase-vulnerability-disclosure.yml
- type: Security
  url: https://dreambase.com/legal/vulnerability
- type: DomainSecurity
  url: security/dreambase-domain-security.yml
- type: Website
  url: https://dreambase.com
x-enrichment:
  date: '2026-07-19'
  status: backfilled
  pass: local-v1
  note: backfilled from .gitignore signal + verified work evidence

Dreambase API — frequently asked questions

How much does the Dreambase API cost?

Dreambase publishes its prices; its FREE plan is Start Free as of 2026-10-07. APIs.io lists 4 pricing plans for Dreambase, with each plan's price, limits and inclusions under Pricing on this page.

Does Dreambase have an MCP server?

Yes. APIs.io lists 1 MCP server for Dreambase: Remote MCP server at app.dreambase.com over HTTP.

Is the Dreambase API ready for AI agents?

Dreambase has a Kin Score of 31.5 out of 100 (thin) and an Agent Readiness score of 27.3 (agent-aware), scored by API Evangelist on 2026-11-06.

Work with this as data

Every provider here is available over the APIs.io API and to AI agents over MCP.

MCP server

One button, every client — Claude, Cursor, VS Code and the rest.

https://apis.io/mcp

Tools for providers

9 MCP tools reach this

find_providersBrowse and filter every provider in the catalog.
get_provider_artifactsEvery artifact this provider publishes, grouped by type.
get_provider_operationsEvery operation across all of their OpenAPIs — one call instead of parsing every spec.
get_provider_toolsEvery MCP tool they ship, with the operation each wraps.
get_provider_evidenceHow each part of their score was established. Free — the basis for a claim should not sit behind it.
get_provider_ratingPRO — composite, band, trend and facet scores.
apis_io_searchSTART HERE — APIs, providers and tags for one query, each with its total.
resolveTurn a domain, URL or GitHub org into the provider it belongs to.
find_cohortsEvery scored population of providers in the catalog.

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Every operation they expose

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How their score was established

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