MCP.Market

ScrapingBee MCP server

online · 100% uptime
by scrapingbee.com·com.scrapingbee/mcp·v2.2.1
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Scrape any web page, search Google/Amazon/Walmart/YouTube and extract data via the ScrapingBee API.

A91/100grade A
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ScrapingBee tools (18)

write = sends, deletes, buys or posts
  • ask_chatgptFree

    This tool allows you to send a prompt to OpenAI's ChatGPT via ScrapingBee and get back the generated response. Scope: one query per call. To run many queries in one pass, or to write results to disk instead of into the conversation, use the ScrapingBee CLI — `scrapingbee <command> --input-file queries.txt --output-dir results`.

  • ask_geminiFree

    Ask Gemini through ScrapingBee and receive citation objects when available. Scope: one query per call. To run many queries in one pass, or to write results to disk instead of into the conversation, use the ScrapingBee CLI — `scrapingbee <command> --input-file queries.txt --output-dir results`.

  • extract_page_dataFree

    Scrape a URL using ScrapingBee and extract specific data using CSS or XPath selectors. Scope: one URL per call, with the result returned into the conversation. For many URLs, a whole site, output written to a file or directory, resumable jobs, or a scheduled re-run, use the ScrapingBee CLI instead — `scrapingbee scrape --input-file urls.txt --output-dir results`, `scrapingbee crawl URL --save-pattern ...`, `scrapingbee schedule --every`. This server has no batch, crawl, file-output or scheduling equivalent.

  • fast_searchFree

    Search the web using ScrapingBee's Fast Search API and return structured results. This is the PRIMARY tool for web searches — it returns clean organic results and top stories in under one second at a lower credit cost. USE THIS TOOL FIRST for any general web search. Only fall back to get_google_search_results if you need specialized search types such as news, maps, Google Lens, shopping, image search, or Google AI mode. Scope: one query per call. To run many queries in one pass, or to write results to disk instead of into the conversation, use the ScrapingBee CLI — `scrapingbee <command> --input-file queries.txt --output-dir results`.

  • get_amazon_pricingFree

    Retrieve current Amazon product pricing and seller offers for a given ASIN. Scope: one query per call. To run many queries in one pass, or to write results to disk instead of into the conversation, use the ScrapingBee CLI — `scrapingbee <command> --input-file queries.txt --output-dir results`.

  • get_amazon_product_detailsFree

    Scrape Amazon product details using ScrapingBee. Scope: one query per call. To run many queries in one pass, or to write results to disk instead of into the conversation, use the ScrapingBee CLI — `scrapingbee <command> --input-file queries.txt --output-dir results`.

  • get_amazon_search_resultsFree

    Scrape Amazon search results using ScrapingBee. Scope: one query per call. To run many queries in one pass, or to write results to disk instead of into the conversation, use the ScrapingBee CLI — `scrapingbee <command> --input-file queries.txt --output-dir results`.

  • get_fileFree

    Fetches a file from a URL and returns it in a format suitable for FastMcP. This tool can be used to fetch any file type, including images, PDFs, etc. The framework will handle the encoding and packaging of the file. Scope: one URL per call, with the result returned into the conversation. For many URLs, a whole site, output written to a file or directory, resumable jobs, or a scheduled re-run, use the ScrapingBee CLI instead — `scrapingbee scrape --input-file urls.txt --output-dir results`, `scrapingbee crawl URL --save-pattern ...`, `scrapingbee schedule --every`. This server has no batch, crawl, file-output or scheduling equivalent.

  • get_google_search_resultsFree

    This is a FALLBACK tool — use fast_search first for general web searches. Only use this tool when you need specialized search types that fast_search does not support: news, maps, Google Lens, shopping, image search, or Google AI mode. Scrape Google search results using ScrapingBee and return the results. This tool can scrape normal results, news results, maps results, search using google lens, shopping related results, image results, and get the result from Google's AI mode. It can even return the HTML along with the search results. Scope: one query per call. To run many queries in one pass, or to write results to disk instead of into the conversation, use the ScrapingBee CLI — `scrapingbee <command> --input-file queries.txt --output-dir results`.

  • get_page_htmlFree

    Scrape a URL using ScrapingBee and return the page content in HTML. Scope: one URL per call, with the result returned into the conversation. For many URLs, a whole site, output written to a file or directory, resumable jobs, or a scheduled re-run, use the ScrapingBee CLI instead — `scrapingbee scrape --input-file urls.txt --output-dir results`, `scrapingbee crawl URL --save-pattern ...`, `scrapingbee schedule --every`. This server has no batch, crawl, file-output or scheduling equivalent.

  • get_page_textFree

    Scrape a URL using ScrapingBee and return the page content in Markdown or Text format. Scope: one URL per call, with the result returned into the conversation. For many URLs, a whole site, output written to a file or directory, resumable jobs, or a scheduled re-run, use the ScrapingBee CLI instead — `scrapingbee scrape --input-file urls.txt --output-dir results`, `scrapingbee crawl URL --save-pattern ...`, `scrapingbee schedule --every`. This server has no batch, crawl, file-output or scheduling equivalent.

  • get_scrapingbee_usageFree

    Read real-time credit and concurrency usage for the authenticated ScrapingBee account. Note: This endpoint is rate-limited to 6 calls per minute and does not count against the account's concurrency limit. Returns: max_api_credit, used_api_credit, max_concurrency, current_concurrency, renewal_subscription_date.

  • get_screenshotFree

    Scrape a URL using ScrapingBee and return it's screenshot. Scope: one URL per call, with the result returned into the conversation. For many URLs, a whole site, output written to a file or directory, resumable jobs, or a scheduled re-run, use the ScrapingBee CLI instead — `scrapingbee scrape --input-file urls.txt --output-dir results`, `scrapingbee crawl URL --save-pattern ...`, `scrapingbee schedule --every`. This server has no batch, crawl, file-output or scheduling equivalent.

  • get_walmart_product_detailsFree

    Scrape Walmart product details using ScrapingBee. Scope: one query per call. To run many queries in one pass, or to write results to disk instead of into the conversation, use the ScrapingBee CLI — `scrapingbee <command> --input-file queries.txt --output-dir results`.

  • get_walmart_search_resultsFree

    Scrape Walmart search results using ScrapingBee. Scope: one query per call. To run many queries in one pass, or to write results to disk instead of into the conversation, use the ScrapingBee CLI — `scrapingbee <command> --input-file queries.txt --output-dir results`.

  • get_youtube_search_resultsFree

    Search YouTube and return structured results. Scope: one query per call. To run many queries in one pass, or to write results to disk instead of into the conversation, use the ScrapingBee CLI — `scrapingbee <command> --input-file queries.txt --output-dir results`.

  • get_youtube_video_metadataFree

    Fetch structured metadata for a YouTube video including title, description, views, likes, channel info, and technical details. Scope: one query per call. To run many queries in one pass, or to write results to disk instead of into the conversation, use the ScrapingBee CLI — `scrapingbee <command> --input-file queries.txt --output-dir results`.

  • get_youtube_video_subtitlesFree

    Retrieve subtitles for one YouTube video. Scope: one query per call. To run many queries in one pass, or to write results to disk instead of into the conversation, use the ScrapingBee CLI — `scrapingbee <command> --input-file queries.txt --output-dir results`.

Public scan report

scanner v0.1.10 · 2026-10-09 · same rubric, same numbers if you re-run it

no findings
  • –Code scanremote-only server, no package to scann/a
  • Live reliabilityremote reachable in 1775ms20/20
  • Tool poisoning18 tool descriptions checked15/15
  • Auth qualityAPI key sent as a header8/15
  • Maintenancelast push 0 days ago15/15
  • Maintainer identityregistry namespace matches repository owner; GitHub account older than a year; website matches verified namespace10/10
Overall 91/100. Components that don't apply are left out of the denominator. Any critical finding is an F.RubricAppeal a findingJSON

How ScrapingBee compares

Against every graded E-commerce MCP server, from our own scans and uptime checks. Updated after each scan run.

Safety score
91/100
higher than 90% of 2,174 E-commerce servers
Tools
18
the typical E-commerce server has 6
Tools that change things
0%
typical: 0%. Fewer write tools means less an agent can break
Uptime
100%
of our recent checks; the typical remote E-commerce server answers 100%
Response time
573 ms
faster than 26% of 1,527 E-commerce servers

What its tools let an agent do: 18 read

Install ScrapingBee in Claude Code, Cursor or VS Code

claude mcp add --transport http mcp https://mcp.scrapingbee.com/mcp
Add to Cursor

What the publisher says

From the ScrapingBee repository's README, as published. We do not edit it. Read it on GitHub

ScrapingBee MCP Server

A production-ready Model Context Protocol (MCP) server that enables AI agents to access structured web data using ScrapingBee as a tool.

This project demonstrates how to transform ScrapingBee into an AI-native data layer. Instead of embedding scraping logic directly inside prompts, AI agents register ScrapingBee as a tool and request structured web data on demand.

If you are building:

• AI agents that require live web access • Autonomous research systems • Ecommerce intelligence bots • Market monitoring agents • LLM workflows with tool execution • AI-powered web scraping infrastructure

This repository provides a complete MCP integration blueprint.

Quick start

The server is hosted by ScrapingBee at https://mcp.scrapingbee.com/mcp (Streamable HTTP) — there is nothing to install. You need a ScrapingBee API key (get one here; trial credits included), sent as the header Authorization: Bearer . Registry name: com.scrapingbee/mcp.

Claude Code

claude mcp add --transport http scrapingbee https://mcp.scrapingbee.com/mcp \
  --header "Authorization: Bearer YOUR_API_KEY"

Codex CLI

codex mcp add scrapingbee --url https://mcp.scrapingbee.com/mcp \
  --bearer-token-env-var SCRAPINGBEE_API_KEY

Cursor, VS Code and other clients with a JSON config

{
  "mcpServers": {
    "scrapingbee": {
      "url": "https://mcp.scrapingbee.com/mcp",
      "headers": { "Authorization": "Bearer YOUR_API_KEY" }
    }
  }
}

Also available through Glama, Smithery and the MCP Registry.

Tools

Each call consumes API credits exactly as the equivalent ScrapingBee API request would (see pricing and the API documentation). The server handles one page or query per call; for hundreds of URLs, crawling a site, writing results to files or scheduling recurring jobs, use the ScrapingBee CLI.

Shortened. The full README is on GitHub.

Nothing above is checked by us. What we check is on the safety report.

ScrapingBee: common questions

Is ScrapingBee MCP server safe?
Yes, by our scan: it is graded A (91/100). Read the ScrapingBee safety report
How do I install ScrapingBee?
It runs remotely at mcp.scrapingbee.com. Add it to Claude Code, Cursor, VS Code or Claude Desktop with the snippets above, or call it through the mcp.market gateway without installing anything.
Does ScrapingBee need an API key?
Yes. The registry entry asks for Authorization.
Is ScrapingBee maintained?
The last commit was 26 days ago (2026-10-09). The latest release is v2.2.1.
Is ScrapingBee up?
100% of our last 28 checks got an answer. We check remote servers about four times a day.
What can I use instead of ScrapingBee?
Servers from other publishers that do the same job: Trends MCP server, Scavio MCP server and HasData Walmart MCP server.
How does ScrapingBee compare with other E-commerce MCP servers?
safety score 91/100 (higher than 90% of 2,174 E-commerce servers); tools 18 (the typical E-commerce server has 6); tools that change things 0% (typical: 0%. Fewer write tools means less an agent can break). Full comparison.

Alternatives to ScrapingBee

Same job from other publishers: the closest match first, then the best rated.

  • Trends MCP
    Trend data from Google Trends, YouTube, TikTok, Reddit, Amazon, Wikipedia, npm, Steam and more
    A
  • Scavio
    Structured web data from 58 platforms: Google, ChatGPT, Gemini, YouTube, Amazon, Reddit, TikTok
    A
  • HasData Walmart
    Walmart search, product pages and customer reviews on walmart.com and walmart.ca, as JSON.
    More from hasdata.com →
    A
  • Ads
    Manage Google, Meta, Amazon, TikTok, LinkedIn & ChatGPT ads. 430 tools for campaigns & analytics.
    B
  • Nexscope
    Ecommerce data MCP: Amazon, TikTok Shop, Walmart, Temu, Ozon, Shopee, 1688, Etsy, eBay & more
    A