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My brother and I built a BI tool with zero UI for data consumers

My brother and I built a BI tool with zero UI for data consumers

by maxmealing·Feb 27, 2026·8 points·8 comments
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AI Analysis

●●●BangerBig BrainZero to OneWizardry

CLI-first metrics for AI agents—Metabase and Looker still need dashboards to query data.

Strengths
  • •MCP server deployment means Claude and any MCP client query metrics natively without integration code—genuine zero-UI insight
  • •Semantic layer (defined once, consumed many ways: SQL, REST, React SDK) is elegant multiplexing vs. dashboard-per-consumer pattern
Weaknesses
  • •Requires buy-in to MCP ecosystem and AI-first workflows—not suitable for teams wanting traditional BI UI
  • •Early-stage positioning: free tier, limited customer count—uncertain if Cube, dbt-Core integrations mature enough for production
Target Audience

Data engineers, platform teams, AI agent builders, developers integrating analytics into AI workflows

Similar To

Cube.js · dbt Core · Preset

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