Client Project
An AI tools and agent marketplace — a searchable directory of 10,000+ tools with categories, rankings, and a live leaderboard. Built for scale and discovery.
AI tools and agent marketplace indexing 10,000+ tools with category rankings, a live leaderboard, and advanced filters. Built so users can search, browse, and compare AI tools at scale — fast.
AI tools explode weekly. Existing directories are static and manually curated. The client needed a dynamic platform that could handle continuous ingestion, full-text search across thousands of entries, and a real-time leaderboard — without manual curation bottlenecks.
Server-rendered Next.js with full-text search powered by a Node.js backend and optimized Postgres queries. ISR for category pages ensures freshness without sacrificing load time. The leaderboard uses a weighted scoring model updated on ingestion.
I'm available for full-time startup roles and select freelance projects.