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ScrapingBee

REMOTE · MCP.SCRAPINGBEE.COM

Scrape any web page, search Google/Amazon/Walmart/YouTube and extract data via the ScrapingBee API.

+4 this week 66 Trust /100

Last scanned (7 hours ago)

Scores higher than 56% of remote servers

Reachable. Last reached 18 Oct 2026.

Category Web Scraping

Trust breakdown (7 categories)

How this component scores in each security and reliability category. Every signal is checked automatically against the live server, and we only credit what we can confirm. How we score → Why this is hard to score →

Endpoint Security57
Transport & Reachability100
Schema Quality & AI Usability59
  • AI-judged instruction clarity (excellent).Pass
  • Context-footprint check failed: tool/resource definitions use about 6923 tokens (~384/item across 18 items; 18 tools + 0 resources), over budget; trim descriptions and params. See how to fix → Fail
  • Usage-examples check failed: none of the tools include examples. See how to fix → Fail
Stability & Change Management30
  • Stability observed for 9 of 30 days with no destabilising changes; credit accrues until the full window elapses.Partial
Tool Coverage100
  • 100% of tools have a non-trivial description (not blank, and not just the tool's name).Pass
  • 100% of tool parameters carry a description.Pass
  • Structured output schemas are declared (89% of tools); any adoption earns full credit.Pass
Tool Safety100
  • No prompt-injection markers were found in the server instructions, tool names or descriptions we captured.Pass
  • We read all 18 captured tool definition(s), and no name or description among them implies an irreversible operation.Pass
  • An AI judge read all 18 captured unit(s) of tool text and found none that tries to manipulate the model reading it.Pass
Capabilities100
  • Implements a supported MCP spec version (2025-11-25); the latest is 2026-07-28.Pass
Changelog

Every change we have recorded for this component, newest first. Security-relevant changes are always shown. ▲ marks a change for the better, ▼ a change for the worse; unmarked changes are neutral.

  • 18 Oct 26 +1

    No change was recorded against any check on this day. Stability & Change Management went from 27 to 30. That category is still filling its 30-day observation window: 8 days of observed history at the previous scan, 9 at this one. The score rises as the window fills, whether or not the server changes.

  • 16 Oct 26 +1

    No change was recorded against any check on this day. Stability & Change Management went from 20 to 23. That category is still filling its 30-day observation window: 6 days of observed history at the previous scan, 7 at this one. The score rises as the window fills, whether or not the server changes.

  • 14 Oct 26 +1

    No change was recorded against any check on this day. Stability & Change Management went from 13 to 17. That category is still filling its 30-day observation window: 4 days of observed history at the previous scan, 5 at this one. The score rises as the window fills, whether or not the server changes.

  • 13 Oct 26 0
    • Server version: 2.2.0 → 2.2.1 functional
  • 12 Oct 26 +1

    No change was recorded against any check on this day. Stability & Change Management went from 7 to 10. That category is still filling its 30-day observation window: 2 days of observed history at the previous scan, 3 at this one. The score rises as the window fills, whether or not the server changes.

  • 10 Oct 26 62

    First indexed and scored.

Diagnostics

Diagnostic detail from the automated scan of this channel: what the scanner observed at each step, so you can see exactly where a check passed or failed. It is informational only and never changes the trust score.

Captured 18 Oct 2026 · Probed https://mcp.scrapingbee.com/mcp

TLS valid

Negotiated TLS 1.3 with TLS_AES_128_GCM_SHA256 .

Subject Issuer Valid from Valid until Key Signature Serial
CN=mcp.scrapingbee.com CN=YR2,O=Let's Encrypt,C=US 24 Sept 2026 23 Dec 2026 RSA 2048 SHA256-RSA 5c711fa3c81c7afc9aa118504cfc58d20d3
SANs: mcp.scrapingbee.com
CN=YR2,O=Let's Encrypt,C=US (CA) CN=Root YR,O=ISRG,C=US 3 Sept 2025 2 Sept 2028 RSA 2048 SHA256-RSA 4ebd24947e24d394802d84a52fd5b319
CN=Root YR,O=ISRG,C=US (CA) CN=ISRG Root X1,O=Internet Security Research Group,C=US 13 May 2026 2 Sept 2032 RSA 4096 SHA256-RSA f24b6d17f9d9ad7cb1c9fea78782699f

Background: What to check on a remote MCP endpoint →

DNSSEC insecure

Validation of mcp.scrapingbee.com. — Not signed

Zone DS Keys Algorithms Outcome
. trust_anchor 20326, 38696 8, 8 Verified
com. present 19718 13 Verified
scrapingbee.com. absent Unsigned (proven) parent-signed NSEC/NSEC3 proves an unsigned delegation
Authentication No authorisation required

The endpoint answered without asking for a token. Anyone who knows the URL can reach it.

Result No authorisation required
HTTP status 200

Background: How OAuth 2.1 works in the 2026 MCP spec →

Transports 2 probes
Transport URL Outcome Status Location
streamable-http https://mcp.scrapingbee.com/mcp Verified 200
http (plaintext) http://mcp.scrapingbee.com/mcp HTTPS enforced 302 https://mcp.scrapingbee.com:443/mcp
MCP tools · 18 exposed · ~6,923 tokens

The tools this component advertises to a client, with an estimated token cost for each. Expand a tool to see its parameters and schema. The per-tool counts are indicative and are not scored directly; the schema's total context footprint is one signal in Schema Quality & AI Usability. A tool's description is untrusted text the model reads on every call, which is what makes this list a security surface and not just an inventory: how tool poisoning works →

Tool Tokens
ask_chatgpt ~175

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`.

NameTypeReqDescription
add_htmlboolean–Whether to include the full HTML of the page in the results.
country_codestring–ISO country code the request should originate from (affects web results when search is enabled).
promptstringyesThe prompt to send to ChatGPT.
searchboolean–Whether to enable web search capability for the prompt.
tagstring–Response-header label only.

Structured output declared, but exposes no named fields.

No examples provided.

ask_gemini ~132

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`.

NameTypeReqDescription
add_htmlboolean–Whether to return the full HTML of searched pages.
country_codestring–ISO country code to set request geolocation.
promptstringyesThe prompt to send to Gemini.
tagstring–Response-header label only.

Structured output declared, but exposes no named fields.

No examples provided.

extract_page_data ~1,071

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.

NameTypeReqDescription
ai_extract_rulesstring–JSON string of AI extraction rules.
ai_selectorstring–CSS selector to focus AI extraction on part of the page.
auto_modeboolean–On by default — ScrapingBee automatically picks the cheapest configuration that successfully fetches the page, escalating proxy strength only as needed (you are charged only for the winning config).…
block_resourcesboolean–Block images/CSS to speed up rendering.
cookiesstring–Semicolon-separated cookies to send to the target.
country_codestring–ISO 3166-1 alpha-2 country code (e.g. "fr", "us") to route the request through an IP in that country. Only takes effect when premium_proxy or stealth_proxy is True.
custom_googleboolean–Set to True if the url is a google domain in the following format: <subdomain>.google.<top-level-domain> (Example: translate.google.com, mail.google.com, www.google.co.in etc)
devicestring–desktop (default) or mobile.
extract_rulesstringyesA JSON string defining extraction rules. SIMPLE SYNTAX: Use {"key_name": "css_or_xpath_selector"} format. - CSS selector example: {"title": "h1", "price": "span.price"}…
js_scenariostring–Stringified JSON object of browser interaction instructions.
json_responseboolean–Return the full JSON envelope instead of the raw body.
max_costinteger–Optional credit ceiling for auto_mode (integer >= 1). The request will not escalate to a configuration costing more than this many credits. 0 means no ceiling. Ignored unless auto_mode is True.
premium_proxyboolean–Manual option: use a premium proxy (middle tier of classic/premium/stealth). Setting this disables auto_mode.
render_js––Whether to use headless-browser rendering. Setting this explicitly switches the request to manual configuration (disables auto_mode).
session_id––Integer 0–10000000 to reuse an IP for up to 5 minutes.
stealth_proxyboolean–Manual option: use a stealth proxy (strongest tier of classic/premium/stealth). Setting this disables auto_mode.
timeoutinteger–Request timeout in milliseconds (1000–140000, default 140000).
urlstringyesThe URL of the page to scrape.
waitinteger–Milliseconds to wait after page load (0–35000).
wait_browserstring–domcontentloaded (default), load, networkidle0, networkidle2.
wait_forstring–CSS or XPath selector to wait for before returning.
window_heightinteger–Viewport height (default 1080).
window_widthinteger–Viewport width (default 1920).

Structured output declared, but exposes no named fields.

No examples provided.

fast_search ~278

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`.

NameTypeReqDescription
country_codestring–ISO 3166-1 alpha-2 country code to localize results (Example: us, fr, de, in, gb, br, etc.).
languagestring–Language of the search results (Example: en, fr, de, etc.).
pageinteger–The page number to return. Default is 1, use page=2 for the second page, etc.
searchstringyesThe search query to use. Make sure to URL-encode special characters such as :, & or +.
tagstring–Response-header label only.

Structured output declared, but exposes no named fields.

No examples provided.

get_amazon_pricing ~221

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`.

NameTypeReqDescription
add_htmlboolean–Include page HTML in the response.
asinstringyesRequired 10-character ASIN from an Amazon product URL.
countrystring–ISO country code for localization. Do not combine with a matching domain (e.g., country=fr&domain=fr).
currencystring–ISO 4217 display currency.
domainstring–Amazon domain (default com).
languagestring–ISO language code.
light_requestboolean–Use a light request (default True) or browser-rendered (False).
tagstring–Response-header label only.
zip_codestring–ZIP code for delivery localization.

Structured output declared, but exposes no named fields.

No examples provided.

get_amazon_product_details ~305

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`.

NameTypeReqDescription
add_htmlboolean–Whether to return the HTML along with the product details.
autoselect_variantboolean–Whether to automatically select product variant if applicable.
countrystring–The country code for localization (e.g., us, uk, de). Do not combine with a matching domain (e.g., country=fr&domain=fr).
currencystring–The currency code (ISO 4217) to display results (e.g., USD, GBP, EUR).
domainstring–The Amazon domain to use for the search (e.g., com, co.uk, de).
languagestring–The language code to display results (e.g., en, fr, de).
light_requestboolean–Whether to use a light request or not.
querystringyesSearch term (must be a valid 10-character ASIN code)
screenshotboolean–Force a browser screenshot (returns base64 image).
tagstring–Response-header label only.
zip_codestring–The zip code to use for delivery localization.

Structured output declared, but exposes no named fields.

No examples provided.

get_amazon_search_results ~395

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`.

NameTypeReqDescription
add_htmlboolean–Whether to return the HTML along with the search results.
autoselect_variantboolean–Automatically select the default/most-popular variant.
category_idstring–The category ID to use for the search.
countrystring–The country code for localization (e.g., us, uk, de). Do not combine with a matching domain (e.g., country=fr&domain=fr).
currencystring–The currency code (ISO 4217) to display results (e.g., USD, GBP, EUR).
domainstring–The Amazon domain to use for the search (e.g., com, co.uk, de).
languagestring–The language code to display results (e.g., en, fr, de).
light_requestboolean–Whether to use a light request or not.
merchant_idstring–The merchant ID to use for the search.
pagesinteger–The number of pages to scrape.
querystringyesThe search query to perform.
screenshotboolean–Force a browser screenshot (returns base64 image).
sort_bystring–The sort order to use for the search (most_recent, price_low_to_high, price_high_to_low, featured, average_review, bestsellers).
start_pageinteger–The page number to start scraping from.
tagstring–Response-header label only.
zip_codestring–The ZIP code to use for delivery localization.

Structured output declared, but exposes no named fields.

No examples provided.

get_file ~390

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.

NameTypeReqDescription
cookiesstring–Semicolon-separated cookies to send to the target.
country_codestring–ISO 3166-1 alpha-2 country code (e.g. "fr", "us") to route the request through an IP in that country. Only takes effect when premium_proxy is True.
custom_googleboolean–Set to True if the url is a google domain in the following format: <subdomain>.google.<top-level-domain> (Example: translate.google.com, mail.google.com, www.google.co.in etc)
devicestring–desktop (default) or mobile.
premium_proxyboolean–Whether to use a premium proxy for the request. Use it only if you are getting blocked by the website.
render_jsboolean–Whether to use headless-browser rendering (default False).
session_id––Integer 0–10000000 to reuse an IP for up to 5 minutes.
timeoutinteger–Request timeout in milliseconds (1000–140000, default 140000).
urlstringyesThe URL of the file to fetch.

No output schema declared.

No examples provided.

get_google_search_results ~571

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`.

NameTypeReqDescription
add_htmlboolean–Whether to return the HTML along with the search results.
country_codestring–The country code to use for the search (Example: us, fr, de, etc.).
date_rangestring–Filter by date range: past_hour, past_day, past_week, past_month, past_year. Only for classic, news, and images.
devicestring–The device to use for the search (desktop, mobile).
extra_paramsstring–Extra parameters to pass to the search (Example: tbs=qdr:d&udm=7).
languagestring–The language to use for the search (Example: en, fr, de, etc.).
latitude––Latitude in decimal degrees for geographic searches.
light_requestboolean–Whether to use a light request or not.
longitude––Longitude in decimal degrees for geographic searches.
max_price––Shopping maximum price filter.
min_price––Shopping minimum price filter.
nfprboolean–Whether to disable Google's autocorrection feature or not.
pageinteger–The page number to return.
pagesinteger–Number of pages to aggregate (max 10, default 1).
radius––Radius in meters (requires latitude and longitude).
searchstringyesThe search query to use.
search_typestring–The search type to use (classic: normal results, news: news results [not available if device is mobile], maps: maps results, lens: search using google lens [requires image url as search parameter], s…
sort_bystring–Shopping sort order: relevance, reviews, price_asc, price_desc.
tagstring–Response-header label only.

Structured output declared, but exposes no named fields.

No examples provided.

get_page_html ~735

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.

NameTypeReqDescription
ai_querystring–Natural-language question for AI extraction.
ai_selectorstring–CSS selector to focus AI extraction on part of the page.
auto_modeboolean–On by default — ScrapingBee automatically picks the cheapest configuration that successfully fetches the page, escalating proxy strength only as needed (you are charged only for the winning config).…
block_resourcesboolean–Block images/CSS to speed up rendering.
cookiesstring–Semicolon-separated cookies to send to the target.
country_codestring–ISO 3166-1 alpha-2 country code (e.g. "fr", "us") to route the request through an IP in that country. Only takes effect when premium_proxy or stealth_proxy is True.
custom_googleboolean–Set to True if the url is a google domain in the following format: <subdomain>.google.<top-level-domain> (Example: translate.google.com, mail.google.com, www.google.co.in etc)
devicestring–desktop (default) or mobile.
js_scenariostring–Stringified JSON object of browser interaction instructions.
max_costinteger–Optional credit ceiling for auto_mode (integer >= 1). The request will not escalate to a configuration costing more than this many credits. 0 means no ceiling. Ignored unless auto_mode is True.
premium_proxyboolean–Manual option: use a premium proxy (middle tier of classic/premium/stealth). Setting this disables auto_mode.
render_js––Whether to use headless-browser rendering. Omit to use the API default (true). Setting this explicitly switches the request to manual configuration (disables auto_mode).
session_id––Integer 0–10000000 to reuse an IP for up to 5 minutes.
stealth_proxyboolean–Manual option: use a stealth proxy (strongest tier of classic/premium/stealth). Setting this disables auto_mode.
timeoutinteger–Request timeout in milliseconds (1000–140000, default 140000).
urlstringyesThe URL of the page to scrape.
waitinteger–Milliseconds to wait after page load (0–35000).
wait_browserstring–domcontentloaded (default), load, networkidle0, networkidle2.
wait_forstring–CSS or XPath selector to wait for before returning.
window_heightinteger–Viewport height (default 1080).
window_widthinteger–Viewport width (default 1920).
NameTypeReqDescription
result–yes–

No examples provided.

get_page_text ~776

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.

NameTypeReqDescription
ai_querystring–Natural-language question for AI extraction.
ai_selectorstring–CSS selector to focus AI extraction on part of the page.
auto_modeboolean–On by default — ScrapingBee automatically picks the cheapest configuration that successfully fetches the page, escalating proxy strength only as needed (you are charged only for the winning config).…
block_resourcesboolean–Block images/CSS to speed up rendering.
cookiesstring–Semicolon-separated cookies to send to the target.
country_codestring–ISO 3166-1 alpha-2 country code (e.g. "fr", "us") to route the request through an IP in that country. Only takes effect when premium_proxy or stealth_proxy is True.
custom_googleboolean–Set to True if the url is a google domain in the following format: <subdomain>.google.<top-level-domain> (Example: translate.google.com, mail.google.com, www.google.co.in etc)
devicestring–desktop (default) or mobile.
js_scenariostring–Stringified JSON object of browser interaction instructions.
max_costinteger–Optional credit ceiling for auto_mode (integer >= 1). The request will not escalate to a configuration costing more than this many credits. 0 means no ceiling. Ignored unless auto_mode is True.
premium_proxyboolean–Manual option: use a premium proxy (middle tier of classic/premium/stealth). Setting this disables auto_mode.
render_js––Whether to use headless-browser rendering. Omit to use the API default (true). Setting this explicitly switches the request to manual configuration (disables auto_mode).
return_page_markdownboolean–Whether to return the page content in Markdown format.
return_page_textboolean–Whether to return the page content in Text format.
session_id––Integer 0–10000000 to reuse an IP for up to 5 minutes.
stealth_proxyboolean–Manual option: use a stealth proxy (strongest tier of classic/premium/stealth). Setting this disables auto_mode.
timeoutinteger–Request timeout in milliseconds (1000–140000, default 140000).
urlstringyesThe URL of the page to scrape.
waitinteger–Milliseconds to wait after page load (0–35000).
wait_browserstring–domcontentloaded (default), load, networkidle0, networkidle2.
wait_forstring–CSS or XPath selector to wait for before returning.
window_heightinteger–Viewport height (default 1080).
window_widthinteger–Viewport width (default 1920).
NameTypeReqDescription
result–yes–

No examples provided.

get_scrapingbee_usage ~77

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.

Input schema present but exposes no named parameters.

Structured output declared, but exposes no named fields.

No examples provided.

get_screenshot ~619

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.

NameTypeReqDescription
block_resourcesboolean–Block images/CSS to speed up rendering.
cookiesstring–Semicolon-separated cookies to send to the target.
country_codestring–ISO 3166-1 alpha-2 country code (e.g. "fr", "us") to route the request through an IP in that country. Only takes effect when premium_proxy or stealth_proxy is True.
custom_googleboolean–Set to True if the url is a google domain in the following format: <subdomain>.google.<top-level-domain> (Example: translate.google.com, mail.google.com, www.google.co.in etc)
devicestring–desktop (default) or mobile.
js_scenariostring–Stringified JSON object of browser interaction instructions.
json_responseboolean–Deprecated, removed in Version 3. Return the full JSON envelope (page content plus the base64 image under its "screenshot" key) instead of the raw image.
premium_proxyboolean–Whether to use a premium proxy for the request. Use it only if you are getting blocked by the website, that is when you get a 500 status code.
render_js––Whether to use headless-browser rendering.
screenshot_full_pageboolean–Whether to take a screenshot of the full page or just the viewport.
screenshot_selectorstring–A CSS selector to take a screenshot of a specific element.
session_id––Integer 0–10000000 to reuse an IP for up to 5 minutes.
stealth_proxyboolean–Whether to use a stealth proxy for the request. Use it only if you are getting blocked by the website while using premium_proxy, that is when you get a 500 status code.
timeoutinteger–Request timeout in milliseconds (1000–140000, default 140000).
urlstringyesThe URL of the page to scrape.
waitinteger–Milliseconds to wait after page load (0–35000).
wait_browserstring–domcontentloaded (default), load, networkidle0, networkidle2.
wait_forstring–CSS or XPath selector to wait for before returning.
window_heightinteger–Viewport height (default 1080).
window_widthinteger–Viewport width (default 1920).

No output schema declared.

No examples provided.

get_walmart_product_details ~228

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`.

NameTypeReqDescription
add_htmlboolean–Whether to return the HTML along with the product details.
delivery_zipstring–The zip code to use for delivery localization.
devicestring–The device to use for the request (desktop, mobile, tablet).
domainstring–The domain to use for the search (Example: com, ca, com.mx, etc.) for localization.
light_requestboolean–Whether to use a light request or not.
product_idstringyesThe unique identifier for the Walmart product.
screenshotboolean–Force a browser screenshot (returns base64 image).
store_idstring–Specific Walmart store ID for localization.
tagstring–Response-header label only.

Structured output declared, but exposes no named fields.

No examples provided.

get_walmart_search_results ~344

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`.

NameTypeReqDescription
add_htmlboolean–Whether to return the HTML along with the search results.
delivery_zipstring–The zip code to use for delivery localization.
devicestring–The device to use for the search (desktop, mobile, tablet).
domainstring–The domain to use for the search (Example: com, ca, com.mx, etc.) for localization.
fulfillment_speedstring–The fulfillment speed to use for the search (today, tomorrow, 2_days, anytime).
fulfillment_typestring–The fulfillment type to use for the search (in_store).
light_requestboolean–Whether to use a light request or not.
max_price––The maximum price to use for the search.
min_price––The minimum price to use for the search.
querystringyesThe search query to perform.
screenshotboolean–Force a browser screenshot (returns base64 image).
sort_bystring–The sort order to use for the search (best_match, price_low, price_high, best_seller).
start_pageinteger–The page number to return (default 1).
store_idstring–Specific Walmart store ID for localization.
tagstring–Response-header label only.

Structured output declared, but exposes no named fields.

No examples provided.

get_youtube_search_results ~350

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`.

NameTypeReqDescription
creative_commonsboolean–Return only videos with Creative Commons license.
durationstring–Filter by duration: '<4' (short), '4-20' (medium), '>20' (long).
hdboolean–Return only HD videos.
hdrboolean–Return only HDR videos.
is_360boolean–Return only 360-degree videos.
is_3dboolean–Return only 3D videos.
is_4kboolean–Return only 4K videos.
liveboolean–Return only live streams.
locationboolean–Return only videos with location metadata.
purchasedboolean–Return only purchased movies.
result_typestring–Filter by type: 'video', 'channel', 'playlist', 'movie'.
searchstringyesThe search query.
sort_bystring–Sort order: 'relevance' (default), 'rating', 'view_count', 'upload_date'.
subtitlesboolean–Return only videos with subtitles/captions.
tagstring–Response-header label only.
upload_datestring–Filter by date: 'today', 'last_hour', 'this_week', 'this_month', 'this_year'.
vr180boolean–Return only VR180 videos.

Structured output declared, but exposes no named fields.

No examples provided.

get_youtube_video_metadata ~112

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`.

NameTypeReqDescription
video_idstringyesThe unique YouTube video ID (e.g., 'rfscVS0vtbw').

Structured output declared, but exposes no named fields.

No examples provided.

get_youtube_video_subtitles ~144

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`.

NameTypeReqDescription
languagestring–Language code (e.g., 'en', 'es', 'fr'). Default is 'en'.
subtitle_originstring–'auto_generated' (default) or 'uploader_provided'.
tagstring–Response-header label only.
video_idstringyesThe unique YouTube video ID.

Structured output declared, but exposes no named fields.

No examples provided.

Install

How do I install the ScrapingBee MCP server?

ScrapingBee is a hosted endpoint at https://mcp.scrapingbee.com/mcp, so there is nothing to install locally. Ready-made configuration for Claude, Cursor, VS Code, Codex and 5 more is on this page, copied from each client's own documentation.

remote · mcp.scrapingbee.com

# add to Claude Code
claude mcp add --transport http com-scrapingbee-mcp 'https://mcp.scrapingbee.com/mcp'
Common questions

What is the ScrapingBee MCP server?

ScrapingBee is an MCP server listed in the public MCP registry as com.scrapingbee/mcp. Scrape any web page, search Google/Amazon/Walmart/YouTube and extract data via the ScrapingBee API. This page covers its hosted endpoint (https://mcp.scrapingbee.com/mcp).

Is the ScrapingBee MCP server safe to use?

ScrapingBee scores 66 out of 100 on VerifyMCP. That is a record of what we were able to check automatically, not an endorsement. The category breakdown on this page shows every signal behind the number, including the ones we could not confirm.

What tools does the ScrapingBee MCP server expose?

ScrapingBee exposes 18 tools: get_amazon_search_results, get_amazon_product_details, get_amazon_pricing, ask_chatgpt, fast_search, and 13 more. Their descriptions and schemas cost roughly 6,923 tokens of context every time the server is loaded.

Does the ScrapingBee MCP server require authentication?

No. We connected to ScrapingBee without credentials and it answered, so anything it exposes is reachable by anyone who knows the address.

Is the ScrapingBee MCP server still maintained?

ScrapingBee is still listed as active in the MCP registry. We last reached this channel on 18 October 2026. Those dates come from our own scans of the registry and the channel itself, not from anything the publisher announced.