Photoproduct.io started with one job: upload a clean product photo and get back lifestyle shots that are ready for a shop or a social feed. It has grown into a creative workspace for images, video and sound, and a toolkit that AI agents can drive directly over MCP.
Small e-commerce sellers rarely have the budget for a photo shoot per product, and most AI tools lock them into a monthly plan. At the same time, more and more creative work is done by AI agents, which need an API they can call, not a web form.
An AI agent can now run a whole workflow on its own: lock a character, build an outfit reference, generate a character sheet, then animate it with speech. The homepage shows a recorded run of exactly that, five jobs for 20 credits, about two dollars. The backend is Go with Chi and SQLite and an async worker pool, the front end is React and Tailwind CSS on Vite, models run through fal.ai behind a credit-accounting proxy, and payments go through Stripe Checkout.
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