sirv-ai-studio

Orchestrate Sirv AI Studio image and video tasks via MCP endpoints.

Updated Jan 24, 2026

Search Tags:#upscaling #image-generation #image-processing #background-removal #product-photos #AI-studio #sirv

Ready to run

npx skills add https://github.com/IgorVaryvoda/image-optimization-skill --skill sirv-ai-studio

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: sirv-ai-studio
Source: https://github.com/IgorVaryvoda/image-optimization-skill/tree/main/skills/sirv-ai-studio
Command: npx skills add https://github.com/IgorVaryvoda/image-optimization-skill --skill sirv-ai-studio

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Sirv AI Studio enables rapid, AI-assisted editing and generation of product imagery and videos, reducing manual editing time and enabling scalable asset production.

Core Features & Use Cases

MCP-powered background removal and replacement with various models
Image upscaling, generation, lifestyle scenes, and virtual try-on
Alt text generation and batch processing for ecommerce and marketplaces
Guidance for setup with MCP server if tools are unavailable

Quick Start

Example: Remove background from https://example.com/product.jpg using model "General Use (Heavy)". Example: Generate a 1:1 image with prompt "modern desk lamp on white background" using model "flux-kontext" and aspect_ratio "1:1". Example: Check credits with sirv_get_usage before a batch task.

Frequently Asked Questions about sirv-ai-studio

High-intent search queries and answers about installing and using this skill.

FAQPage Schema

How do I remove backgrounds from product photos using AI upscaling and generation?▼

AI background removal for product photos is executed by sending an image URL and model parameter to Sirv AI Studio via MCP endpoints. It supports various background editing models to isolate products quickly for ecommerce assets.

Can I generate product images with a specific aspect ratio and prompt?▼

Generating product images with specific aspect ratios requires a text prompt, a model like flux-kontext, and an aspect ratio parameter like 1:1. This produces tailored lifestyle scenes and product visuals for ecommerce use.

Do I need an MCP server setup to process images and videos with this tool?▼

An MCP server setup or direct Sirv AI Studio API access is required to process images and videos. You must provide known parameters including image_url, prompt, model, aspect_ratio, and credits to execute tasks.

What is the best way to batch process ecommerce images and check API credits?▼

To batch process ecommerce images, use Sirv AI Studio endpoints and check your available credits first by calling sirv_get_usage. This ensures you have enough balance to complete batch image processing tasks without interruption.

Does background removal and image upscaling work for marketplace product listings?▼

Background removal and image upscaling work for marketplace product listings by standardizing product visuals. The tool supports batch processing and alt text generation to enable scalable, rapid asset production across multiple platforms.