THE PHOTOPRODUCT.IO BLOG
How to connect an AI agent over MCP, and what it can make once it is connected: workflows with their prompts, models and credit counts, recorded from actual runs.
Follow with RSS
product-photos · images · comparison
Six image models put the same serum bottle into the same spa scene for 1 to 3 credits each. Which kept the label, which followed the brief, what it cost.
· 5 min read
video · pricing · comparison
From $0.02 to $3 per second: what a short clip costs on 21 video models, why a listed price can be the price of the longest clip, and one same-start test.
· 6 min read
workflow · characters · video
An AI agent built a consistent character over MCP and put her in a talking product video. Five chained calls, the real prompts, 29 credits, one retake.
· 6 min read
mcp · agents · guide
Connect Claude Code or any MCP client to more than 1,200 image, video, music and speech models with one endpoint and one token, billed per run in credits.
· 6 min read
automation · agents · mcp
A Claude Code agent on a weekly timer makes three product scenes, a clip and captions over MCP. The real run: what it chose, what it cost, what it missed.
· 8 min read