Products

Cube

AI-nativeMCPSkill

The business intelligence built for AI agents. And the humans they work with.

cube.dev Source★ 1,119Apache-2.0Data & Analytics / BI & Dashboards

AI Benchmark
Desktop
Mobile
Monthly visits
96.7K
Down17.9%MoMOct 2026
Public revenue
Undisclosed
No public revenue evidence yet
Entry price
$40/mo
Higher than 64% of peersNiche median $25/mo
Creators
Artyom Keydunov
@keydunov· 758 followersCo-created with Igor Lukanin, Pavel Tiunov +1 more
Launched
7y ago
2019-10-24 · Est.

Traffic

Monthly visitsData through Oct 2026
Events5 changes · 2 marketing moves

Marketing moves

Launches, search & content, referrals, promotions
  • Launched on Product HuntLaunch

    AI agent that builds your data model and answers questions

    Feb 12 · 9mo agoLaunch page

  • Launched on Show HN (6 pts · 1 comments)Launch

    Cube – The Agentic Analytics Platform [video] — You might know Cube as an open-source semantic layer ( ). Started in 2018, now 19K+ stars, 1000+ releases. We kept hitting the same wall:…

    Feb 10 · 9mo agoLaunch page

  • Launched on Product HuntLaunch

    Bring consistency to BI applications and embedded analytics

    May 26, 2022 · 4y agoLaunch page

  • Launched on Show HN (15 pts · 5 comments)Launch

    Cube – open-source headless BI — Hi HN, I'm Igor, a proud part of the team here at cube.dev. I'm excited to share some news about Cube, an open-source headless BI platform…

    May 24, 2022 · 4y agoLaunch page

  • Launched on Product HuntLaunch

    Build analytics applications powered by your data warehouse

    Oct 7, 2021 · 5y agoLaunch page

Third-party reviews & case dossiers

Acquisition breakdowns, engineer reviews & open-source metrics
Show HN
2022-05-24Source
Post excerpt:
Hi HN, I'm Igor, a proud part of the team here at cube.dev. I'm excited to share some news about Cube, an open-source headless BI platform that now has almost universal connectivity to both upstream and downstream tools in the data pipeline: https://cube.dev/blog/expanded-bi-support If you're confused by "headless BI", there's a blog post to get you covered
Show HN
2026-02-10Source
Post excerpt:
You might know Cube as an open-source semantic layer ( https://github.com/cube-js/cube ). Started in 2018, now 19K+ stars, 1000+ releases. We kept hitting the same wall: everyone wants AI analytics, but AI without business context hallucinates. The fix is a semantic layer — a model that defines what "revenue" or "churn" actually means. But building one by ha

Open Source & Agent Ecosystem

GitHub · MCP / Skill
Last commit 2026-11-06
GitHub Stars
★ 1,119
Forks
161
License
Apache-2.0
Primary language
JavaScript

Agent, MCP & Developer Integration

MCP ServerAgent Skill
Integration docs
Ecosystem & integrations:
ClaudeCodexChatGPTCursor
Browse all MCP Server products →

Traffic sources

Oct 2026

Traffic breakdown

Channels

  • Organic Search50%
  • Direct37%
  • Referrals6%
  • Other6%

Countries

  • United States33%
  • India8%
  • United Kingdom8%
  • Brazil5%
  • Germany4%

Search

Domain authority —Domain registered 2019-03-02

KeywordMonthly volume
cube core1,000
cube semantic layer870
cube js730
parse mvc ai connections260
cube semantic layer open-source80

Traffic data: Vaneform

Pricing

Free
Free forever
Request limit daily 1,000
Starter
$40/mo
Extended limits on agents · Unlimited workbooks
Premium
$80/mo
Unlimited queries · 99.950% Uptime SLA
Enterprise
Contact sales
99.990% Uptime SLA · Dedicated single tenant installation

Trial: None · 2 paid tiers ($40–$80) · Enterprise custom tier · Observed 2026-11-03 · Pricing page

Entry price $40/mo, Higher than 64% of peers; “BI & Dashboards” median is $25/mo.View pricing benchmark

Pages & changes

Tracked since 2022-05-26

Key pages

Weekly snapshots
cube.dev/ Snapshot 2026-11-04

Changes

  1. Nov 1 · 13d ago

    Homepage headline (H1) changed to “The agentic analytics platform built on a semantic layer”Positioning

    One Semantic Foundation. 
Infinite Intelligence.→The agentic analytics platform built on a semantic layer

    At the time: 96.7K visits/mo4 concurrent moves
  2. Nov 1 · 13d ago

    Removed technology: Font AwesomeFeatures

    Font Awesome→—

    At the time: 96.7K visits/mo4 concurrent moves
  3. Nov 1 · 13d ago

    Removed technology: HubSpot AnalyticsFeatures

    HubSpot Analytics→—

    At the time: 96.7K visits/mo4 concurrent moves
  4. Nov 1 · 13d ago

    Removed technology: UploadcareFeatures

    Uploadcare→—

    At the time: 96.7K visits/mo4 concurrent moves
  5. Nov 1 · 13d ago

    Homepage title changed to “Cube — The agentic analytics platform built on a semantic layer”Positioning

    Cube: Agentic Analytics Platform→Cube — The agentic analytics platform built on a semantic layer

    At the time: 96.7K visits/mo4 concurrent moves

Design

First-screen visual analysis & :root CSS

Minimal Monochrome (Light canvas, airy density) featuring headline over large product shot layout and product ui screenshot / component visuals.

First-screen preview · click to zoom

First-screen pitch & conversion flow

“The agentic analytics platform built on a semantic layer”

Headline Over Large Product Shot hero structure paired with start free / sign up CTA and no explicit trust bar.

Conversion path: Headline Over Large Product Shot + Product UI Screenshot / Component → Start Free / Sign Up

Palette · click to copy

5-D design score6.8 / 10
Typography
8.0
Color & Contrast
7.0
Layout & Spacing
7.0
Craft & Polish
6.0
Distinctiveness
6.0

Structure

Fonts
Inter
Primary visual
Product UI Screenshot / Component
Conversion CTA
Start Free / Sign Up
Social proof
No Explicit Trust Bar
Navigation
Full-Width Top Bar
Theme & density
Light · Airy
Corners & depth
Medium Radius · Hairline borders
Preview full AI design brief (includes :root CSS variables & layout rules)Style tokens only; never copy brand names, logos, copy, or images
# Design Brief: Minimal Monochrome (with Enterprise Clean)

Monochrome palette with a single accent color, hairline dividers, and generous whitespace.

## Design Tokens

```css
:root {
  --background: #ffffff;
  --surface: #111111;
  --foreground: #111111;
  --muted-foreground: #5c5c5c;
  --accent: #111111;
  --radius: 8px;
  --font-heading: "Inter", ui-sans-serif, system-ui, sans-serif;
  --font-body: "Inter", ui-sans-serif, system-ui, sans-serif;
}
```

Color area ratio: Background #FFFFFF (~46%) · Surface #111111 (~40%) · Text #111111 (~6%) · Muted Text #5C5C5C (~4%) · Accent #111111 (~4%). Background and surface dominate the canvas; reserve the accent color for primary buttons and active states.

## Layout & Conversion Structure

- Hero layout: Headline Over Large Product Shot
- Navigation: Full-Width Top Bar
- Theme & density: Light · Airy
- Border radius & elevation: Medium Radius; no drop shadows—separate layers with hairline borders and whitespace
- Primary visual medium: Product UI Screenshot / Component
- Conversion CTA: Start Free / Sign Up
- Headline hook: Category Positioning Anchor
- Hero components: Large Hero Product Shot
- Spatial layout notes: Headline Over Large Product Shot hero structure paired with start free / sign up CTA and no explicit trust bar.
- Visual summary: Minimal Monochrome (Light canvas, airy density) featuring headline over large product shot layout and product ui screenshot / component visuals.

## Avoid

- Multi-stop neon gradients
- Heavy drop shadows
- More than one competing accent color

Implement the UI following the design tokens and layout specifications above: use only these color variables, and reserve the accent color strictly for primary actions and active states. Adopt only this visual style—never copy any reference product’s brand name, logo, copy, or imagery.

Questions & evidence

How much does Cube cost?
Free: Free forever; Starter: $40/mo; Premium: $80/mo; Enterprise: Contact sales. Observed 2026-11-03. Check the source for current billing terms, usage limits and taxes.Source
How much website traffic does Cube get?
Vaneform estimates 96.7K website visits in 2026-10. Visits can include repeat visits; this estimate measures web traffic separately from paying customers or revenue.Source
What is Cube and what platforms does it support?
Cube is catalogued under BI & Dashboards: The business intelligence built for AI agents. And the humans they work with.. Supported platforms: MCP Server.
Is Cube open source?
Cube has a public repository (https://github.com/cube-js/cube) under the Apache-2.0 license, recording 1,119 GitHub stars.Source

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