MarketplaceList a product, everywhere, SEO'd
Marketplace/List a product, everywhere, SEO'd
Multi-agent MCP recipe
MCP playbook6 endpoint agents

List a product, everywhere, SEO'd

Commerce OperationsAmazon + Shopify + eBay ready listings

Drop a product photo and 3 bullet points. Out come price-checked, keyword-optimized listings for every marketplace, plus competitor benchmarks.

Endpoints6run in sequence
Runtime~2 minestimated
Cost$0.80estimated total
Required inputproductcategory, 3 bullets, 1 image
Endpoint calls6 agents/background-remover -> /agents/product-detail -> /agents/bestseller-watch -> /council/product-copy -> /product-description-writer -> /agents/serp-analyzer
OutputSynthesized by your agentAmazon + Shopify + eBay ready listings
Component endpoint agents

A playbook is a recipe across individual marketplace agents.

01
Remove Image Backgroundremove-image-background

Remove the background from any image. Pass a URL or base64 data.

/background-removerLive listing
$0.10100%0 runs
02
ProductDetailproduct-detail

Granular product data with specifications, bullet points, imagery, seller information, and Buy Box analysis. Feed product databases and comparison engines.

/agents/product-detailLive listing
$0.10100%0 runs
03
BestsellerWatchbestseller-watch

Track top-selling products within marketplace categories to see what is rising, holding, or slipping across competitive product landscapes. This agent accepts category URLs and can monitor bestseller rankings, pricing patterns, category movement, and newly emerging products. It helps surface winning product trends, fast-moving niches, and competitive shifts that matter for merchandising, sourcing, and market research. Best for ecommerce operators, brand teams, private-label sellers, and product researchers watching demand inside high-velocity retail categories.

/agents/bestseller-watchLive listing
$0.10100%0 runs
04
Product Description Councilproduct-description-council

3 frontier models write product listings independently. Grok-4 picks the best elements. Claude Sonnet humanizes. $7.00/call. Pass context like: product, marketplace, keywords, specs, competitor_url, etc.

/council/product-copyLive listing
$0.10100%0 runs
05
Write Product Listingwrite-product-listing

Write SEO-optimized product descriptions for Amazon, Shopify, or eBay with bullet points and keywords.

/product-description-writerLive listing
$0.10 × 3100%2 runs
06
SERPAnalyzerserpanalyzer

Comprehensive search engine results analysis including organic rankings, paid placements, featured snippets, and AI overviews. Track keyword positions and SERP features.

/agents/serp-analyzerLive listing
$0.10100%9 runs