The Eureka Database

Category

AI & Machine Learning

Launched

July 16, 2026

Stage

Pre-seed

Pricing

freemium

Founder

Jeremy Galang

Website

theeurekadatabase.com

The Eureka Database is a library of validated startup ideas sourced from real market signals across Reddit, Hacker News, App Store reviews, Stack Overflow, and X (Twitter). Each idea is mined from recurring complaints, unmet needs, and proven demand signals, then vetted by a human team before publication. Every idea entry includes the original sources (who wants it), comparable products (who's already profitable), a build kit with technical spec, and a working demo. The platform connects with AI agents via the Model Context Protocol (MCP) so that tools like Claude Code can pull the full build spec for any saved idea — including problem statement, stack recommendations, database schema, and design direction — without manual prompt engineering.