Product Extractor MCP Server

Product Page Extractor: remote MCP server

For e-commerce and pricing teams: turn any product page URL (or HTML you already have) into clean JSON with price, stock, brand and identifiers.

1. Connect (free, no key; works in Claude Desktop, Cursor, Cline, VS Code and any client that supports remote Streamable HTTP):

{
  "mcpServers": {
    "product-extractor": {
      "url": "https://product-extractor.mohamed-bahaa53000.workers.dev/demo/mcp"
    }
  }
}

2. Ask: "What's the price and stock status of https://www.allbirds.com/products/mens-tree-runners?" Your agent calls:

{"name":"extract_product","arguments":{"url":"https://www.allbirds.com/products/mens-tree-runners"}}

3. Get (real output from the free demo endpoint, trimmed):

{"name":"Men's Tree Runner","brand":"Allbirds","price":100,"currency":"USD","in_stock":true,"price_source":"json-ld"}

What makes it different

• Shows where the price came from. Each result has a price_source field (json-ld, microdata, meta, or null), so your agent can tell a structured price apart from a guess. If a page renders its price with JavaScript, you get null rather than a wrong number.
• Works on raw HTML, not just URLs. Already scraped the page, or the site blocks bots? Pass the html (up to 2 MB) and skip the fetch.
• Returns every offer, not just the first price: variants, sellers and sale prices, up to 50 per page.
• LLM-ready Markdown of the page with include=markdown, or the raw JSON-LD blocks with include=jsonld.
• MCP-native with a free, keyless demo endpoint, so an agent can try it with one line of config.

It doesn't get past anti-bot pages (Amazon, Best Buy, REI) and doesn't run JavaScript. For those, fetch the HTML yourself and pass it in.

No-code version

Not building an agent? Try it free in your browser: no key or sign-up, 10 pages a day. Swap the url= value for any product page and you get the JSON back.

Try it free

• No key, right now: point any MCP client at https://product-extractor.mohamed-bahaa53000.workers.dev/demo/mcp (10 tool calls per IP per day).
• Free RapidAPI plan: 50 requests/month on the Basic plan, no card needed. Pro is $9.99 for 5,000.

This is a hosted (remote) MCP server using Streamable HTTP. There's nothing to install or run locally. This repository holds only the documentation and the MCP Registry manifest; the server code is not open source.

Official MCP Registry name: dev.workers.mohamed-bahaa53000.product-extractor/product-page-extractor

Tools

• extract_product: url or html, plus an optional include (product,meta,markdown,jsonld). Data is read from schema.org JSON-LD, microdata and OpenGraph.
• extract_batch: up to 10 URLs in one call, with ok/error for each page (paid endpoint only).

Use cases

• Price and stock checks for agents doing competitor monitoring.
• Catalog enrichment: GTIN/MPN/brand for product matching.
• Turning a product page into Markdown for an LLM to read.

Examples

Ask your agent: "What's the price and stock status of https://www.allbirds.com/products/mens-tree-runners?" It calls:

{"name":"extract_product","arguments":{"url":"https://www.allbirds.com/products/mens-tree-runners"}}

Already have the HTML (from your own crawler, or a site that blocks bots)? Pass it in and skip the fetch:

{"name":"extract_product","arguments":{"html":"<html>...</html>","include":"product,markdown"}}

Plain REST works too:

curl "https://product-extractor.mohamed-bahaa53000.workers.dev/demo/v1/extract?url=https://www.allbirds.com/products/mens-tree-runners"

Connect

{
  "mcpServers": {
    "product-extractor": {
      "url": "https://product-extractor.mohamed-bahaa53000.workers.dev/demo/mcp"
    }
  }
}

Paid / production (RapidAPI):

{
  "mcpServers": {
    "product-extractor": {
      "url": "https://product-page-extractor.p.rapidapi.com/mcp",
      "headers": {
        "X-RapidAPI-Key": "YOUR_RAPIDAPI_KEY",
        "X-RapidAPI-Host": "product-page-extractor.p.rapidapi.com"
      }
    }
  }
}

For clients that only support stdio: npx -y mcp-remote https://product-extractor.mohamed-bahaa53000.workers.dev/demo/mcp

Notes

• Stateless. Pages and HTML aren't stored beyond standard request logs.
• Only fetches public http/https pages.

License

MIT for this repository's docs and config examples (see LICENSE). The hosted service is proprietary.