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ScrapingBee

R1· needs a key

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

v2.2.1 · active · repository · website · descriptor JSON · versions

An agent can connect on its own if it already holds SCRAPINGBEE_TOKEN.Remote endpoint behind a static API key or header. The registry never sees the value; the agent fills the placeholder.
Quality76good
Trust100of 100
Uptime, 30 days100%
Latency p50440 ms

Connect

8 clients · secrets stay placeholders
{
  "mcpServers": {
    "scrapingbee": {
      "type": "http",
      "url": "https://mcp.scrapingbee.com/mcp",
      "headers": {
        "Authorization": "Bearer ${SCRAPINGBEE_TOKEN}"
      }
    }
  }
}
claude mcp add --transport http scrapingbee https://mcp.scrapingbee.com/mcp --header "Authorization: Bearer ${SCRAPINGBEE_TOKEN}"
[mcp_servers.scrapingbee]
url = "https://mcp.scrapingbee.com/mcp"
bearer_token_env_var = "SCRAPINGBEE_TOKEN"
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "scrapingbee": {
      "type": "remote",
      "url": "https://mcp.scrapingbee.com/mcp",
      "enabled": true,
      "headers": {
        "Authorization": "Bearer {env:SCRAPINGBEE_TOKEN}"
      }
    }
  }
}
{
  "mcpServers": {
    "scrapingbee": {
      "type": "http",
      "url": "https://mcp.scrapingbee.com/mcp",
      "headers": {
        "Authorization": "Bearer ${SCRAPINGBEE_TOKEN}"
      }
    }
  },
  "deeplink": "cursor://anysphere.cursor-deeplink/mcp/install?name=scrapingbee&config=eyJ0eXBlIjoiaHR0cCIsInVybCI6Imh0dHBzOi8vbWNwLnNjcmFwaW5nYmVlLmNvbS9tY3AiLCJoZWFkZXJzIjp7IkF1dGhvcml6YXRpb24iOiJCZWFyZXIgJHtTQ1JBUElOR0JFRV9UT0tFTn0ifX0%3D"
}
{
  "servers": {
    "scrapingbee": {
      "type": "http",
      "url": "https://mcp.scrapingbee.com/mcp",
      "headers": {
        "Authorization": "Bearer ${SCRAPINGBEE_TOKEN}"
      }
    }
  }
}
{
  "mcpServers": {
    "scrapingbee": {
      "httpUrl": "https://mcp.scrapingbee.com/mcp",
      "headers": {
        "Authorization": "Bearer ${SCRAPINGBEE_TOKEN}"
      }
    }
  }
}
extensions:
  "scrapingbee":
    enabled: true
    name: "scrapingbee"
    type: streamable_http
    uri: "https://mcp.scrapingbee.com/mcp"
    headers:
      "Authorization": "Bearer ${SCRAPINGBEE_TOKEN}"
    timeout: 300

Placeholders to fill from your own secret store: ${SCRAPINGBEE_TOKEN}. The registry never accepts secret values.

Quality 76 / 100good

protocol75 · weight 25
  • warn
    protocol.modernnewest supported version is 2025-11-25; 2026-07-28 not supported, older versions are deprecated until 2027-07-28
  • n/a
    protocol.statelessonly applies to 2026-07-28 servers
  • pass
    protocol.transportstreamable HTTP
  • n/a
    protocol.list_ttlonly applies to 2026-07-28 servers
authorizationn/a · weight 15
  • n/a
    auth.prm, auth.as_metadata, auth.cimdno remote uses OAuth
  • n/a
    auth.secret_in_urlno templated URL
tool hygiene64 · weight 30
  • pass
    tools.descriptionsevery tool has a description
  • pass
    tools.description_lengthdescriptions are concise
  • pass
    tools.schemasevery tool has an object input schema
  • fail
    tools.annotationsno tool declares readOnlyHint or destructiveHint, so clients cannot tell safe calls from risky ones
  • fail
    tools.directory_hintsno tool declares all four of readOnlyHint, destructiveHint, idempotentHint and openWorldHint; missing: ask_chatgpt (readOnlyHint, destructiveHint, idempotentHint, openWorldHint); get_youtube_video_metadata (readOnlyHint, destructiveHint, idempotentHint, openWorldHint); get_google_search_results (readOnlyHint, destructiveHint, idempotentHint, openWorldHint); …
  • warn
    tools.token_costabout 9,726 tokens to load every tool
  • pass
    tools.api_dumptools are not a one-to-one API dump
stability100 · weight 15
  • pass
    stability.changesno tool changes in 30 days
  • pass
    stability.rug_pullno tool changed its meaning under the same name
dependenciesn/a · weight 15
  • n/a
    deps.known_vulns, deps.mcp_sdk_version, deps.resolvableno npm or PyPI package

18 tools, about 9,726 tokens to load them all · tool set 1e008ff126ac · checked 2026-10-20 09:31 UTC

Tool changes

No tool definition changes recorded. A server's first observation is its baseline; later probes record what changes.

Checks run on what our credential-free, read-only probes observe; tools are never called and no code audit is performed. How it is computed.

Trust 100 / 100

provenance100
liveness100
freshness100
hygiene100

+repository +namespace-matches-repo +dns-namespace +website +reachable +uptime-100% +updated-11d-ago

Derived from observable signals (official registry feed and our own credential-free probes); no code audit performed. How it is computed.

Endpoints

remoteauthreachableuptime 30dp50protocollast ok
https://mcp.scrapingbee.com/mcp streamable-httpapi_key ${SCRAPINGBEE_TOKEN}yes100%440 ms2025-11-252026-10-20

Tools (18)

ask_chatgptThis 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_geminiAsk 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_dataScrape 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_searchSearch 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_pricingRetrieve 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_detailsScrape 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_resultsScrape 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_fileFetches 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_resultsThis 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_htmlScrape 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_textScrape 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_usageRead 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_screenshotScrape 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_detailsScrape 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_resultsScrape 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_resultsSearch 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_metadataFetch 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_subtitlesRetrieve 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`.

Schemas: list_tools.

Similar MCP servers

Official server.json
{
  "name": "com.scrapingbee/mcp",
  "title": "ScrapingBee",
  "$schema": "https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json",
  "remotes": [
    {
      "url": "https://mcp.scrapingbee.com/mcp",
      "type": "streamable-http",
      "headers": [
        {
          "name": "Authorization",
          "isSecret": true,
          "isRequired": true,
          "description": "Bearer <ScrapingBee API key>. Get the key from https://app.scrapingbee.com/account/manage/api_key",
          "placeholder": "Bearer YOUR_SCRAPINGBEE_API_KEY"
        }
      ]
    }
  ],
  "version": "2.2.1",
  "repository": {
    "url": "https://github.com/ScrapingBee/mcp-server",
    "source": "github"
  },
  "websiteUrl": "https://www.scrapingbee.com/mcp/",
  "description": "Scrape any web page, search Google/Amazon/Walmart/YouTube and extract data via the ScrapingBee API."
}