Shop Search

io.github.sangha-lightanchorPublished by GitHub account sangha-lightanchorv0.1.0Updated Oct 24, 2026

Product search for AI agents: Amazon + Shopify, cart-to-checkout buy path. Pay-per-call, no API key.

VerifiedStreamable HTTPWeb executableWeb Search & ScrapingBusiness & Commerce

Overview

AI-generated overview

A remote MCP server that lets an assistant look up Amazon products for free and, via a paid API, search Amazon and Shopify and build Shopify carts.

What you can do
Look up the top Amazon result for a product query with a free, rate-limited preview tool, and read instructions on the full paid API with a second free tool. The paid API, described but not exposed as tools here, covers product search across Amazon and live Shopify stores, building a Shopify cart and returning its checkout URL, Amazon ASIN snapshots, listing audits, review insights and merchant trust checks.
When to use it
Useful when an assistant needs quick product lookups or, with payment set up, agent-driven product research and Shopify cart-to-checkout flows. The free preview alone is enough for simple Amazon lookups.
Requirements
A remote streamable HTTP endpoint; no account, API key or environment variables are declared. Stdio-only clients need the bundled npx shim. The paid endpoints require pay-per-call payment over MPP (HTTP 402), with prices listed per endpoint.
Before you install
The full API costs money per call, from $0.05 up to $5.00 per request, settled via MPP tempo.charge; the free tools are rate-limited. The cart endpoint builds a real cart on a Shopify store and returns a checkout URL, so purchases may follow. The server is run by a commercial agency operating Amazon brands, so results may reflect its own interests.

Installation

In SourceWeft

  1. Open Shop Search in the dashboard and add it to a workspace.
  2. Enable the server for the chats that should use its tools.

Web executable via Streamable HTTP. Remote servers run from the web runtime once configured in a workspace.

Use with an agent

Paste this prompt into Claude Code, Codex, Cursor or another agent — or into SourceWeft chat. The agent reads this server's install guide, shows you its publisher, endpoint and sign-in, and adds it to your client once you agree. Keys never go into a command.

Read https://sourceweft.com/mcp/io.github.sangha-lightanchor%2Fshop-search/install.md and connect the MCP server it describes to my client. Before changing any config, show me its publisher, endpoint and sign-in method and wait for my OK. Never put an API key in a command or in a file I would commit; ask me where it should come from.

Read the install guide the agent follows

Other MCP clients

Add this to your client's mcpServers config.

{
  "mcpServers": {
    "shop-search": {
      "type": "http",
      "url": "https://amazon.lightanchor.ai/mcp"
    }
  }
}

README

Shop Search MCP

Product search for AI agents with an executable buy-path — search across Amazon and live Shopify storefronts, vet the merchant, build a cart, get a checkout URL. Pay-per-call over MPP (HTTP 402): no API key, no signup, no account.

Run by Light Anchor, an agency operating real Amazon brands.

Connect (remote MCP server)

Claude Code:

bash
claude mcp add --transport http shop-search https://amazon.lightanchor.ai/mcp

Cursor / Claude Desktop / other stdio-only clients — use the bundled shim:

json
{  "mcpServers": {    "shop-search": {      "command": "npx",      "args": ["-y", "github:Light-Anchor/shop-search-mcp"]    }  }}

Tools

ToolCostWhat it does
shop_search_previewfreeTop Amazon result for any product query (rate-limited)
get_paid_endpointsfreeThe full pay-per-call API and how to pay

The full API (pay-per-call, MPP)

EndpointPrice
POST /v1/shop/search$0.0520+ results: Amazon + live Shopify stores with agent-executable cart routes
POST /v1/shop/cart$0.05Builds a real cart on any Shopify store → returns its checkout URL
POST /v1/amazon/product$0.05Live ASIN snapshot: price, BSR, rating distribution, seller
POST /v1/amazon/listing-audit$1.00Conversion audit: score, grade, ranked defects, top fixes
POST /v1/review-insights$5.00Evidence-linked review analysis (async, free polling)
trust.lightanchor.ai /v1/trust-check$0.25Merchant buy-safety verdict for any shop URL

Agent setup one-liner: Read https://amazon.lightanchor.ai/skill.md and set it up

  • Try it in a browser: amazon.lightanchor.ai/demo
  • Docs: llms.txt · OpenAPI
  • Payments settle via MPP tempo.charge; malformed inputs are rejected before payment settles — agents are never charged for typos.

Source: README.md at commit 3ac29f3

Tools

2

shop_search_preview

FREE preview of Shop Search: top Amazon result for a product query (full version returns 20+ results incl. live Shopify stores with cart-to-checkout routes). Use for quick product lookups.

Parametersqueryrequired

get_paid_endpoints

FREE: how to use the full paid API (product search across Amazon+Shopify, cart-to-checkout execution, ASIN snapshots, listing audits, review insights, merchant trust checks). Pay-per-call via MPP, no API key.

Takes no parameters.

Version history

1
  1. v0.1.0LatestSep 16, 2026

Score

90% of the applicable checks met

How complete this listing is, computed from the registry entry, the endpoint and public sources. Not a rating of the server and not a statement that it is safe or working today: reachability is a dated check, and no installs or reviews go into the score.

  • Reached in the last 30 daysRequired25 pts
  • Auth declaredRequired10 pts
  • Tools listedRequired15 pts
  • DescriptionRequired15 pts
  • Logo10 pts
  • Documentation15 pts
  • License10 pts

    Declare a license in the repository or the registry entry.