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Wheat1407
Wheat1407

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I Built an Open-Source AI Agent Discovery Platform — Here’s What I Learned

Why I Built WheatCoin Community

As an indie AI builder, I kept running into the same wall: to get my product seen, I had to pay $300–$500 to get listed on major discovery platforms. That felt wrong.

So I built WheatCoin Community — a free, open-source AI Agent discovery platform.

🔗 Live: https://wheatcoin-community-production.up.railway.app

💙 GitHub: https://github.com/dinnar1407-code/wheatcoin-community

What It Does

  • Free listings — Submit your AI Agent at no cost
  • Real votes — Community-driven ranking, no paid boosts
  • MIT licensed — Fork it, improve it, run your own instance
  • $WHC token perks — Token holders get 40% off marketing plans

Tech Stack

  • Backend: Node.js + Express
  • Deployment: Railway
  • Blockchain: Solana ($WHC token)
  • Database: PostgreSQL

What I Learned

  1. Shipping beats perfection — Launched with MVP in 2 weeks
  2. Community first — The platform only works if builders list their tools
  3. Open source creates trust — People can verify there’s no hidden ranking algorithm

What’s Next

  • API for programmatic submissions
  • Browser extension for AI tool discovery
  • DAO governance for platform decisions

If you’ve built an AI agent, submit it for free and let the community find it.

What features would you want in an AI discovery platform? Let me know in the comments! 🚀

Top comments (1)

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apex_stack profile image
Apex Stack

The discovery problem for AI tools is real and only getting worse. I've been building Claude Skills (packaged AI automation tools) and the biggest challenge isn't building them — it's getting them in front of the right people. The major directories all want you to pay for visibility, which creates a bias toward well-funded tools over genuinely useful ones.

Two things I'd love to see in a platform like this:

  1. Category-specific search that actually works — most AI directories dump everything into "AI tools" with no meaningful taxonomy. An agent that automates customer support is fundamentally different from one that generates code. Builders need to find comparable tools, and users need to filter by actual use case.

  2. Programmatic submission via API — you mentioned this is on your roadmap and it's huge. If I'm shipping tools regularly, I want to submit metadata alongside my CI/CD pipeline, not fill out a form every time.

The open-source angle is smart. The trust deficit with paid directories is real — when rankings are pay-to-play, nobody trusts them. MIT license + community voting is a much better signal.

What's your plan for preventing spam submissions? That's usually where open platforms hit their first scaling wall.