Discover and verify products for a need

Discover candidate products for a buyer need. Takes a need in natural language (e.g. "best value home espresso machine", market "TH"), checks the verified catal

liveverifiedunknown~5s typical

mcpprobedairshelfcatalog

$0.0020

per call

plus $0.001 platform fee per run

Open MCP server; Cracked bills routing only

Provider Upstream docs

$Set up https://cracked-ai-pearl.vercel.app/SKILL.md, then use Cracked to run mcp-ai-airshelf-catalog /find_products for me.

Input

Field	Type	Description
need*	string	The buyer need in natural language, e.g. "quiet mechanical keyboard for open office" or "b
market	string	Buyer market as ISO 3166-1 alpha-2 country code (e.g. "TH"). Biases discovery and marketpl
max	integer	Max candidates to verify (each costs a live lookup; capped at 3). default 3

Call it

curl

curl https://cracked-ai-pearl.vercel.app/v1/run \
  -H "Authorization: Bearer ck_live_..." -H "content-type: application/json" \
  -d '{"provider":"mcp-ai-airshelf-catalog","endpoint":"/find_products","input":{"need":"...","max":3}}'

cli

npx cracked-ai run -p mcp-ai-airshelf-catalog -e /find_products -i '{"need":"...","max":3}'

mcp

run_tool({ provider: "mcp-ai-airshelf-catalog", endpoint: "/find_products", input: {"need":"...","max":3} })

Try it

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