ScrapingBot
MCP serverWeb & browsingPublic 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.
No other account needed.
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/mcpAdd 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/mcpIn 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"}}'
| API | Route | endpoint values | Credits |
|---|---|---|---|
| Website | GET or POST /api/v1/scrape | one 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_schema | returns ai_result JSON | +5 on top of the page |
| Job lookup | GET /api/v1/job/:job_id | re-fetch a scrape result (kept 24 hours) | free |
| TikTok | POST /api/v1/tiktok | / (video), /user/info, /user/posts, /user/followers, /user/following, /user/search, /feed/search, /music/info, /music/posts, /comment/list, /comment/reply | 1 |
POST /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_shortcode | 5 | |
POST /api/v1/google | /search, /images, /videos, /news, /shopping, /places, /maps, /reviews | 10 | |
| Amazon | POST /api/v1/amazon | /search, /product-details, /products (up to 20 ASINs), /autocomplete, /best-sellers, /new-releases, /product-category-list, /deals-v2, /seller-profile, /seller-products | 10 (/products: 10 per product returned) |
| ChatGPT | POST /api/v1/chatgpt | body {"prompt": "…"} | 10 |
| MCP | POST /api/mcp | 23 tools over Streamable HTTP | same 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.
| Status | Meaning | Charged |
|---|---|---|
| 400 | Missing or invalid parameter, unsupported endpoint | No (except a target page's own 400 on the Website API) |
| 401 | Missing or invalid API key | No |
| 402 | Not enough credits; the message says how many are needed | No |
| 404 | Website API: the page doesn't exist. Data APIs: profile, post or product not found | Website API only |
| 408 | Timed out | No |
| 429 | Concurrency limit reached | No |
| 5xx | The site or a data source failed | No |
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
| Area | Tools | Credits |
|---|---|---|
| Any website | scrapeWebsite (markdown or HTML, optional screenshot), extractStructuredData (AI fields as JSON), runBrowserScenario (click, fill, scroll, wait) | 1 / 5 rendered; +5 for AI |
googleSearch (web, images, videos, news, shopping, places, maps), googleReviews | 10 | |
instagramUser, instagramSearch, instagramMedia, instagramFollowers | 5 | |
| TikTok | tiktokVideo, tiktokUser, tiktokSearch, tiktokComments, tiktokFollowers | 1 |
| Amazon | amazonSearch, amazonProduct, amazonProducts, amazonSuggestions, amazonRankings | 10 |
| Utility | listCapabilities, 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.
| Skill | Use it for |
|---|---|
web-scraping | Fetching any page, rendering JavaScript, browser actions, screenshots, AI extraction |
google-search | Google web, images, videos, news, shopping, places, maps and reviews |
tiktok-data | Public TikTok videos, profiles, posts, sounds, comments and search |
instagram-data | Public Instagram profiles, posts, reels, comments and search |
amazon-products | Amazon 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+):
| Task | curl | Python | Node |
|---|---|---|---|
| Scrape a page | scrape.sh | scrape.py | scrape.mjs |
| Extract fields with AI | extract.sh | extract.py | extract.mjs |
| Google search | google_search.sh | google_search.py | google_search.mjs |
| TikTok profile and latest videos | tiktok_user.sh | tiktok_user.py | tiktok_user.mjs |
| Instagram profile and posts | instagram_user.sh | instagram_user.py | instagram_user.mjs |
| Amazon search and product details | amazon_product.sh | amazon_product.py | amazon_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.
listCapabilitiesscrapeWebsiteextractStructuredDatagetScrapeJobpollJobUntilDonerunBrowserScenariogoogleSearchgoogleReviewsinstagramUserinstagramSearchinstagramMediainstagramFollowerstiktokVideotiktokUsertiktokSearchtiktokCommentstiktokFollowersamazonSearchamazonProductamazonProductsamazonSuggestionsamazonRankingsproviderRequest
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
github.com/mike-scrapingbot/scrapingbot
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