ScrapingBot

MCP serverWeb & browsing

Public web data for AI agents: scrape any page, plus Google, TikTok, Instagram and Amazon as JSON.

Available today. Use it from your connected AI after setup.

Add ahel to your AI once: Claude, ChatGPT, Cursor, Claude Code or Codex. Then ask it to use this.

Then ask your AI: use the listCapabilities tool from ScrapingBot

Install ScrapingBot

The server’s own address, for the clients that take one directly. Or connect ahel once and every client you use reads it from one address, with the account kept on ahel rather than in each client’s config.

  • Claude Code

    claude mcp add --transport http --scope user scrapingbot 'https://scrapingbot.io/api/mcp'

    Run it once in your project, then open /mcp to approve any sign-in the server asks for.

  • Claude Desktop

    https://scrapingbot.io/api/mcp

    Add a custom connector in Settings, paste this address, and approve the sign-in.

  • Cursor

    cursor://anysphere.cursor-deeplink/mcp/install?name=scrapingbot&config=eyJ1cmwiOiJodHRwczovL3NjcmFwaW5nYm90LmlvL2FwaS9tY3AifQ==

    Open the link and Cursor adds the server at that address.

  • ChatGPT

    https://scrapingbot.io/api/mcp

    In Settings, enable Developer mode, create an MCP app, and paste this address. Your plan and workspace must allow custom apps.

  • Codex

    codex mcp add scrapingbot --url 'https://scrapingbot.io/api/mcp'

    Run it once, then sign in with codex mcp login scrapingbot if the server asks for an account.

From the project's README

As published by mike-scrapingbot/scrapingbot in README.md.

One API key for public web data: scrape any page (plain or JavaScript-rendered), pull fields out with AI, and get public TikTok, Instagram, Google and Amazon data as JSON. A hosted MCP server gives AI agents the same data as tools.

100 free credits when you sign up. No credit card. Get your API key

Docs · Pricing · MCP server · Examples · Agent Skills


Quickstart

export SCRAPINGBOT_API_KEY="YOUR_API_KEY"

curl "https://scrapingbot.io/api/v1/scrape?url=https://example.com" \
  -H "x-api-key: $SCRAPINGBOT_API_KEY"
{
  "success": true,
  "url": "https://example.com",
  "html": "<!doctype html><html lang=en><head>…",
  "status": 200,
  "duration": "0.79",
  "credits_used": 1,
  "job_id": "…"
}

That call cost 1 credit. Failed requests are refunded automatically.

Base URL: https://scrapingbot.io/api/v1 Auth: x-api-key: YOUR_API_KEY header (or Authorization: Bearer YOUR_API_KEY). Keep the key on the server.

Endpoints

The data APIs (TikTok, Instagram, Google, Amazon) are all POST with a JSON body naming the endpoint and its params:

curl -X POST "https://scrapingbot.io/api/v1/tiktok" \
  -H "x-api-key: $SCRAPINGBOT_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{"endpoint": "/user/info", "params": {"unique_id": "tiktok"}}'
APIRouteendpoint valuesCredits
WebsiteGET or POST /api/v1/scrapeone route; options: render_js, screenshot, js_scenario, wait_for, premium_proxy, stealth_proxy, …1 plain · 5 rendered · 10 premium proxy · 75 stealth proxy
AI extraction/api/v1/scrape + ai_query or ai_schemareturns ai_result JSON+5 on top of the page
Job lookupGET /api/v1/job/:job_idre-fetch a scrape result (kept 24 hours)free
TikTokPOST /api/v1/tiktok/ (video), /user/info, /user/posts, /user/followers, /user/following, /user/search, /feed/search, /music/info, /music/posts, /comment/list, /comment/reply1
InstagramPOST /api/v1/instagram/user/by_username, /user/by_id, /medias/by_user_id, /reels/by_user_id, /medias/tagged_by_user_id, /stories/by_username, /followers/by_user_id, /following/by_user_id, /media/by_shortcode, /media/by_url, /comments/media_comments_by_id, /comments/replies, /search/users_by_keyword, /search/hashtags_by_keyword, /search/places_by_keyword, /search/global, /search/posts, /media/shortcode_to_id, /media/id_to_shortcode5
GooglePOST /api/v1/google/search, /images, /videos, /news, /shopping, /places, /maps, /reviews10
AmazonPOST /api/v1/amazon/search, /product-details, /products (up to 20 ASINs), /autocomplete, /best-sellers, /new-releases, /product-category-list, /deals-v2, /seller-profile, /seller-products10 (/products: 10 per product returned)
ChatGPTPOST /api/v1/chatgptbody {"prompt": "…"}10
MCPPOST /api/mcp23 tools over Streamable HTTPsame as the API behind each tool

Full parameters and response shapes: docs.

How charging works

  • Data APIs charge only for a successful 200. Any error is refunded.
  • Website API charges when the page answers (2xx/3xx, or a real 400/404 from the site, reported as fault: "user"). Timeouts, other 4xx such as 403 and 429, 5xx and errors on our side are refunded (credits_used: 0).
  • Requests rejected before they run (missing parameter, bad key, concurrency limit) cost nothing.

Limits

Limits are on requests in flight at once, not per minute. The free plan allows 1 concurrent request; paid plans allow 10 to 200. Going over returns 429 right away (free); retry with a short, growing delay. Timeouts: 45 s for scraping and Instagram, 30 s for TikTok and Amazon, 15 s for Google.

StatusMeaningCharged
400Missing or invalid parameter, unsupported endpointNo (except a target page's own 400 on the Website API)
401Missing or invalid API keyNo
402Not enough credits; the message says how many are neededNo
404Website API: the page doesn't exist. Data APIs: profile, post or product not foundWebsite API only
408Timed outNo
429Concurrency limit reachedNo
5xxThe site or a data source failedNo

MCP server for AI agents

Hosted at https://scrapingbot.io/api/mcp (Streamable HTTP, stateless). Nothing to install. Authenticate with your API key in the x-api-key header, or Authorization: Bearer.

Claude Code

claude mcp add --transport http scrapingbot https://scrapingbot.io/api/mcp \
  --header "x-api-key: YOUR_API_KEY"

Add --scope user to use it in every project. Type /mcp in a session to see the tools.

Claude Desktop (and Claude on the web)

Open Settings → Connectors → Add custom connector, name it ScrapingBot, and paste:

https://scrapingbot.io/api/mcp?api_key=YOUR_API_KEY

Then turn it on from the tools menu in a chat. Connectors take a URL only, so the key goes in the URL: keep that URL private, like a password.

Cursor

~/.cursor/mcp.json (or .cursor/mcp.json in a project):

{
  "mcpServers": {
    "scrapingbot": {
      "url": "https://scrapingbot.io/api/mcp",
      "headers": { "x-api-key": "YOUR_API_KEY" }
    }
  }
}

VS Code

.vscode/mcp.json in your project, then pick the ScrapingBot tools in Copilot's agent mode:

{
  "servers": {
    "scrapingbot": {
      "type": "http",
      "url": "https://scrapingbot.io/api/mcp",
      "headers": { "x-api-key": "YOUR_API_KEY" }
    }
  }
}

Any other MCP client

URL https://scrapingbot.io/api/mcp, header x-api-key: YOUR_API_KEY (or Authorization: Bearer YOUR_API_KEY). If the client only takes a URL, append ?api_key=YOUR_API_KEY. When calling it by hand, send Accept: application/json, text/event-stream.

Tools

AreaToolsCredits
Any websitescrapeWebsite (markdown or HTML, optional screenshot), extractStructuredData (AI fields as JSON), runBrowserScenario (click, fill, scroll, wait)1 / 5 rendered; +5 for AI
GooglegoogleSearch (web, images, videos, news, shopping, places, maps), googleReviews10
InstagraminstagramUser, instagramSearch, instagramMedia, instagramFollowers5
TikToktiktokVideo, tiktokUser, tiktokSearch, tiktokComments, tiktokFollowers1
AmazonamazonSearch, amazonProduct, amazonProducts, amazonSuggestions, amazonRankings10
UtilitylistCapabilities, getScrapeJob, pollJobUntilDone (free), providerRequest (any endpoint above)

Tool calls are ordinary API requests: same credits, same concurrency slots, same refunds.

Agent Skills

skills/ holds Agent Skills that teach an agent to call the REST API directly with SCRAPINGBOT_API_KEY: which endpoint for which task, the parameters, the response fields worth reading, error handling and costs.

SkillUse it for
web-scrapingFetching any page, rendering JavaScript, browser actions, screenshots, AI extraction
google-searchGoogle web, images, videos, news, shopping, places, maps and reviews
tiktok-dataPublic TikTok videos, profiles, posts, sounds, comments and search
instagram-dataPublic Instagram profiles, posts, reels, comments and search
amazon-productsAmazon search, product details, batches, rankings, suggestions and deals

Claude Code: copy a folder into ~/.claude/skills/ (or .claude/skills/ in a project). Set SCRAPINGBOT_API_KEY in the environment the agent runs in.

Examples

Small, runnable scripts in examples/, each in curl, Python (requests) and Node (built-in fetch, Node 18+):

TaskcurlPythonNode
Scrape a pagescrape.shscrape.pyscrape.mjs
Extract fields with AIextract.shextract.pyextract.mjs
Google searchgoogle_search.shgoogle_search.pygoogle_search.mjs
TikTok profile and latest videostiktok_user.shtiktok_user.pytiktok_user.mjs
Instagram profile and postsinstagram_user.shinstagram_user.pyinstagram_user.mjs
Amazon search and product detailsamazon_product.shamazon_product.pyamazon_product.mjs

Python needs pip install requests; the curl scripts that build JSON use jq. Each language folder has a tiny shared client (scrapingbot.py, scrapingbot.mjs) that retries refunded failures (408, 429, 5xx) with backoff.

export SCRAPINGBOT_API_KEY="YOUR_API_KEY"
sh examples/curl/scrape.sh https://example.com
python examples/python/google_search.py "best espresso machine"
node examples/node/tiktok_user.mjs tiktok

Pricing

Free: 100 credits on sign-up, 1 concurrent request. Paid plans start at $49.99/month for 275,000 credits and 10 concurrent requests. See pricing.

Responsible use

ScrapingBot returns publicly available data. Respect each site's terms and applicable law, and handle any personal data you collect accordingly.

License

The examples and skills in this repository are MIT licensed. See LICENSE. Use of the ScrapingBot API is subject to the terms at scrapingbot.io.

Tools it offers (23)

What this server listed when ahel dialed its public endpoint in Oct 2026, with no key and no account of yours. The names are the server’s own.

  • listCapabilities
  • scrapeWebsite
  • extractStructuredData
  • getScrapeJob
  • pollJobUntilDone
  • runBrowserScenario
  • googleSearch
  • googleReviews
  • instagramUser
  • instagramSearch
  • instagramMedia
  • instagramFollowers
  • tiktokVideo
  • tiktokUser
  • tiktokSearch
  • tiktokComments
  • tiktokFollowers
  • amazonSearch
  • amazonProduct
  • amazonProducts
  • amazonSuggestions
  • amazonRankings
  • providerRequest

Signals

Last commit
Oct 2026
Advanced
Delivery
scrapingbot MCP server → your ahel connector (mcp.ahel.ai) → your AI.
Item type
mcp-server
Key
io-scrapingbot-scrapingbot
Source
github.com/mike-scrapingbot/scrapingbot
Hosted endpoint
https://scrapingbot.io/api/mcp