E-commerce Search & Rankings MCP

E-commerce Search & Rankings MCP: Amazon, eBay, Walmart, Google Shopping, AliExpress, Shopify, Etsy

Marketplace search results and product rankings as MCP tools, in one bundle: what shows up, in what order and at what price when a shopper searches Amazon, eBay, Walmart, Google Shopping, AliExpress or Etsy, plus full catalogs of any public Shopify store. One hosted endpoint, one Actor per marketplace.

Hosted remote MCP server (Streamable HTTP) on Apify's MCP gateway. Client config plus a small open-source stdio proxy server. No Actor source.

Disclosure: entries marked "(maintained by us)" are Actors I maintain on Apify Store (publisher publicrecords). Every other Actor is independent, made by its own publisher and picked on merit (Store usage, ratings and recent maintenance). This repo is not affiliated with those publishers or with the sites the Actors read.

MCP endpoint

https://mcp.apify.com/?tools=junglee/Amazon-crawler,delicious_zebu/ebay-product-listing-scraper,e-commerce/walmart-fast-product-scraper,epctex/google-shopping-scraper,piotrv1001/aliexpress-listings-scraper,autofacts/shopify,publicrecords/etsy-search-scraper

Auth: sign in with Apify (OAuth) when your client prompts, or send an Apify API token as a Bearer token. Runs are billed on your own Apify account under each Actor's own Store pricing; see each Store page.

Tools

Actor	Store page	MCP tool	What it returns
Amazon Product Scraper	junglee/Amazon-crawler	junglee--Amazon-crawler	Amazon search results and product pages by keyword, category or URL: title, price, rating, review count, ASIN, seller, position.
eBay Listings Scraper	delicious_zebu/ebay-product-listing-scraper	delicious_zebu--ebay-product-listing-scraper	eBay search and category results across 8 marketplaces with keyword, price, condition and seller filters.
Walmart Fast Product Scraper	e-commerce/walmart-fast-product-scraper	e-commerce--walmart-fast-product-scraper	Walmart.com and Walmart.ca search and category pages: name, price, availability, average rating, seller.
Google Shopping Insights	epctex/google-shopping-scraper	epctex--google-shopping-scraper	Google Shopping results: products, prices, merchants, reviews and offer links.
AliExpress Search Scraper	piotrv1001/aliexpress-listings-scraper	piotrv1001--aliexpress-listings-scraper	AliExpress keyword search: price, original price, discount, rating and sales volume in your ship-to country.
Shopify Scraper	autofacts/shopify	autofacts--shopify	Any public Shopify store's catalog: every variant's price, SKU and stock status.
Etsy Search Scraper (maintained by us)	publicrecords/etsy-search-scraper	publicrecords--etsy-search-scraper	Etsy search results by keyword, category or market page: title, price, rating, reviews, Bestseller and Star Seller badges, ad flag and search rank.

The Apify gateway also exposes helper tools to read run results (get-actor-run, get-dataset-items). Want fewer tools? Drop any Actor from the tools= list.

Who it's for

• Sellers and brands: where does my product rank for a keyword on each marketplace?
• Pricing teams: what do the top results for a query cost on Amazon, Walmart and Google Shopping today?
• Dropshippers and sourcing: which AliExpress listings sell the most for a keyword?
• Market research: how crowded is a niche across marketplaces?

Example prompts

• Search Amazon, eBay and Walmart for <keyword> and compare the top 10 results by price and rating.
• Which Etsy listings rank on page one for <keyword>, and which carry a Bestseller badge or are ads?
• Find Google Shopping offers for <product> and list the cheapest merchants.
• Pull the full catalog of <shopify-store-url> with prices and stock status.

Cursor / Claude Code / any remote-MCP client

{
  "mcpServers": {
    "ecommerce-search": {
      "url": "https://mcp.apify.com/?tools=junglee/Amazon-crawler,delicious_zebu/ebay-product-listing-scraper,e-commerce/walmart-fast-product-scraper,epctex/google-shopping-scraper,piotrv1001/aliexpress-listings-scraper,autofacts/shopify,publicrecords/etsy-search-scraper"
    }
  }
}

Claude Code:

claude mcp add --transport http ecommerce-search "https://mcp.apify.com/?tools=junglee/Amazon-crawler,delicious_zebu/ebay-product-listing-scraper,e-commerce/walmart-fast-product-scraper,epctex/google-shopping-scraper,piotrv1001/aliexpress-listings-scraper,autofacts/shopify,publicrecords/etsy-search-scraper"

Claude Desktop (local bridge)

{
  "mcpServers": {
    "ecommerce-search": {
      "command": "npx",
      "args": ["-y", "@apify/actors-mcp-server", "--actors", "junglee/Amazon-crawler,delicious_zebu/ebay-product-listing-scraper,e-commerce/walmart-fast-product-scraper,epctex/google-shopping-scraper,piotrv1001/aliexpress-listings-scraper,autofacts/shopify,publicrecords/etsy-search-scraper"],
      "env": { "APIFY_TOKEN": "YOUR_APIFY_TOKEN" }
    }
  }
}

Local stdio server (open source)

This repo also ships a small MCP server in src/ for clients that only run local stdio servers. It answers initialize and tools/list locally from tools.json, which is generated from each Actor's public input schema and checked for drift in CI and weekly, so any client or directory can inspect the tools with no token. tools/call is forwarded to the hosted Apify MCP endpoint above with your own APIFY_TOKEN; without a token a call returns a clear error instead of running anything. The token is only sent in the Authorization header and is never logged.

{
  "mcpServers": {
    "ecommerce-search": {
      "command": "npx",
      "args": ["-y", "github:GeminiGeorge22/ecommerce-search-rankings-mcp"],
      "env": { "APIFY_TOKEN": "YOUR_APIFY_TOKEN" }
    }
  }
}

Or from a clone:

git clone https://github.com/GeminiGeorge22/ecommerce-search-rankings-mcp.git
cd ecommerce-search-rankings-mcp && npm install
APIFY_TOKEN=YOUR_APIFY_TOKEN node src/server.js

Optional env: APIFY_ACTORS (comma-separated subset of the Actors above) and APIFY_MCP_URL (full endpoint override).

Tests run against an in-memory mock server, with no network and no token: npm test. Requires Node.js 18+.

Python (uvx/pip)

A matching Python version of this server lives in python/, built on the official mcp Python SDK: same tools, same APIFY_TOKEN, same hosted endpoint. Requires Python 3.10+.

{
  "mcpServers": {
    "ecommerce-search-rankings": {
      "command": "uvx",
      "args": ["ecommerce-search-rankings-mcp"],
      "env": { "APIFY_TOKEN": "YOUR_APIFY_TOKEN" }
    }
  }
}

Or with pip: pip install ecommerce-search-rankings-mcp, then run ecommerce-search-rankings-mcp. Python tests: cd python && pip install -e ".[test]" && env -u APIFY_TOKEN python -m pytest.

See also

• ecommerce-sales-mcp: E-commerce sales signals
• forecast-accuracy-mcp: Forecast accuracy and track records
• sports-betting-stats-mcp: Sports betting odds and stats
• sports-odds-mcp: Kambi sportsbook odds
• etsy-sales-mcp: Etsy search and shop sales
• ats-jobs-mcp: ATS job postings (Greenhouse, Lever, Ashby, SmartRecruiters)
• gov-tenders-mcp: Government tenders and grants

Registry

Official MCP Registry name: io.github.GeminiGeorge22/ecommerce-search-rankings-mcp

License

MIT, for this documentation, config and the proxy server code in src/. Each Actor belongs to its publisher.