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About ScrapingBee MCP

Connects an MCP client to ScrapingBee web, search, page extraction, and ecommerce scraping tools.

What you can use it for

  • Search the web
  • Fetch page text/HTML and extract structured page information
Connection and setup
Hosting
hosted
Transport
Streamable HTTP
Endpoint
https://mcp.scrapingbee.com/mcp
Authentication
Bearer API key from the ScrapingBee account.

Requirements

  • MCP client supporting remote Streamable HTTP and bearer headers
  • ScrapingBee API key

Setup steps

  1. Create or retrieve an API key from the ScrapingBee dashboard.
  2. Add https://mcp.scrapingbee.com/mcp as a remote MCP server with Authorization: Bearer <SCRAPINGBEE_API_KEY>.
  3. Store the key in the client’s secure local secret mechanism, never in shared catalog data.
  4. Check tool descriptions and account billing before making any scrape call.
Tools 18+

No runtime tools/list response was observed; the documented server inventory is not inferred.

  • get_amazon_search_results

    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`.

    Parameters: query, add_html, category_id, country, currency, domain, language, light_request, merchant_id, pages, sort_by, start_page, zip_code, autoselect_variant, screenshot, tag
    01
  • get_amazon_product_details

    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`.

    Parameters: query, add_html, autoselect_variant, country, currency, domain, language, light_request, zip_code, screenshot, tag
    02
  • get_amazon_pricing

    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`.

    Parameters: asin, light_request, domain, country, zip_code, language, currency, add_html, tag
    03
  • ask_chatgpt

    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`.

    Parameters: prompt, search, add_html, country_code, tag
    04
  • fast_search

    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`.

    Parameters: search, country_code, language, page, tag
    05
  • ask_gemini

    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`.

    Parameters: prompt, add_html, country_code, tag
    06
  • get_google_search_results

    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`.

    Parameters: search, add_html, country_code, device, extra_params, language, light_request, nfpr, page, pages, search_type, date_range, latitude, longitude, radius, sort_by, min_price, max_price, tag
    07
  • get_page_text

    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.

    Parameters: url, return_page_markdown, return_page_text, auto_mode, max_cost, premium_proxy, stealth_proxy, custom_google, country_code, render_js, wait, wait_for, wait_browser, block_resources, window_width, window_height, session_id, cookies, timeout, device, js_scenario, ai_query, ai_selector
    08
  • get_page_html

    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.

    Parameters: url, auto_mode, max_cost, premium_proxy, stealth_proxy, custom_google, country_code, render_js, wait, wait_for, wait_browser, block_resources, window_width, window_height, session_id, cookies, timeout, device, js_scenario, ai_query, ai_selector
    09
  • extract_page_data

    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.

    Parameters: url, extract_rules, auto_mode, max_cost, premium_proxy, stealth_proxy, custom_google, country_code, render_js, wait, wait_for, wait_browser, block_resources, window_width, window_height, session_id, cookies, timeout, device, js_scenario, ai_extract_rules, ai_selector, json_response
    10
  • get_screenshot

    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.

    Parameters: url, screenshot_full_page, screenshot_selector, premium_proxy, stealth_proxy, custom_google, country_code, render_js, wait, wait_for, wait_browser, block_resources, window_width, window_height, session_id, cookies, timeout, device, js_scenario, json_response
    11
  • get_file

    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.

    Parameters: url, premium_proxy, custom_google, country_code, render_js, session_id, cookies, timeout, device
    12
  • get_scrapingbee_usage

    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.

    13
  • get_walmart_search_results

    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`.

    Parameters: query, add_html, delivery_zip, device, domain, fulfillment_speed, fulfillment_type, light_request, max_price, min_price, sort_by, store_id, start_page, screenshot, tag
    14
  • get_walmart_product_details

    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`.

    Parameters: product_id, add_html, delivery_zip, device, domain, light_request, store_id, screenshot, tag
    15
  • get_youtube_search_results

    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`.

    Parameters: search, upload_date, result_type, duration, sort_by, hd, is_4k, subtitles, creative_commons, live, is_360, is_3d, hdr, location, purchased, vr180, tag
    16
  • get_youtube_video_metadata

    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`.

    Parameters: video_id
    17
  • get_youtube_video_subtitles

    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`.

    Parameters: video_id, language, subtitle_origin, tag
    18

This server’s available tools can vary by account, permissions, or configuration. The list shown is not its full runtime catalog.

Limitations and notes
  • MCP initialize and one-page tools/list succeeded without authentication; 18 tools were observed.
  • No tools/call was made because scraping requests may consume account credits.
Original sources
  • discovery directory

    Toolfolio listing used to discover this product; its MCP label is discovery evidence only.

  • official documentation

    Publisher documentation used to verify the setup, transport, endpoint or local command, and authentication requirements.

  • publisher logo asset

    Verified publisher GitHub organization avatar; visually reviewed at card size on light and dark backgrounds as fallback tier D.

  • official tool documentation

    Official remote MCP docs list five core page/file tools and describe additional search, retailer, YouTube, and AI tools; current catalog rows represent the documented 18-tool subset.

Documentation checked 2026-10-28T00:00:00Z. Connection has not been runtime tested.