ScrapingAnt review

ScrapingAnt is a hosted web scraping API, not a scraping library or self-hosted server. An application sends a URL and options to its API; ScrapingAnt manages browser rendering, proxy selection and request execution, then returns page content or extracted data. The homepage shows the /v2/general endpoint, an x-api-key header and URL parameters.

It is aimed at builders who need to collect content from JavaScript-heavy sites without operating their own browser fleet. Requests run in fresh, isolated Chrome instances, according to the homepage, with options including custom JavaScript snippets, wait-for-selector, cookies and headers. The service also offers rotating residential and datacenter proxies, Markdown output and natural-language extraction to JSON. Proxy bandwidth is billed separately from API credits. In a stack, ScrapingAnt sits between your application or agent and the target website; your code still needs to handle returned data, retries and downstream storage.

The primary integration is an HTTPS API. The homepage demonstrates GET requests to /v2/general with a target URL and an x-api-key header, using curl, Python's requests package and Node's built-in fetch. It also advertises HTML, Markdown and JSON outputs, AI extraction from plain-language instructions, and browser options such as js_snippet and wait-for-selector.

The homepage shows language examples rather than naming maintained SDK packages. If you need a packaged SDK, confirm its language support and maintenance status in ScrapingAnt's docs. The MCP server exposes HTML, Markdown and text tools and has an HTTP connection command for Claude Code; the vendor also lists Cursor, Windsurf and other MCP-aware editors. This is an integration surface, not a general-purpose scraping CLI. Before building a production client, check the API docs for request schemas, errors, retry guidance and rate limits; the homepage advertises parallel requests but does not give a numeric rate limit.

The free plan costs $0/month and lists 10,000 API credits monthly, one concurrent request and no credit card requirement. The homepage also promotes 10,000 free monthly credits. The listed paid plans are Enthusiast at $19/month for 100,000 credits, Startup at $49 for 500,000, Business at $249 for 3 million and Business Pro at $599 for 8 million. Custom starts at $699/month for 10 million or more credits. Paid plans list unlimited concurrency.

The pricing page does not publish annual-billing prices, overage costs or seat costs. It also does not publish how many credits a given target page or rendering option consumes, so estimate a workload only after confirming credit use with the vendor. Credits do not roll over, and plans can be restarted mid-month. Residential proxies are a separate bandwidth purchase: 5 GB for $30/month, 10 GB for $55, 25 GB for $130 or 50 GB for $245. Datacenter proxy and custom scraper prices are not published. Check the free-tier concurrency detail with the vendor: its pricing lists one concurrent request, while the homepage advertises no concurrency cap on any plan.

ScrapingAnt presents itself as a hosted service. Its homepage does not offer a self-hosting deployment or publish an open-source license; buyers who need either should ask the vendor directly. The API and MCP server are accessed through ScrapingAnt's hosted endpoints, so using the service means depending on its infrastructure for browser execution and proxy access.

The homepage describes returned HTML, Markdown, text and structured JSON, but does not publish a data-export or retention policy. Confirm what request and result data the service stores, how to retrieve it, and how long it remains available before sending sensitive URLs or content. Migration at the application layer should be manageable if your code uses standard HTTP requests and stores results in your own systems. Proxy configuration, AI extraction prompts and browser-specific options may require adaptation to another provider. Ask for an export path and a clear account-termination process.

ScrapingAnt says requests run in fresh, isolated Chrome instances and advertises horizontal scaling, proxy and geographic targeting, and parallel requests. The homepage says there is no concurrency cap, but the free plan listing says one concurrent request; verify which limit applies before designing a queue or throughput target. It does not publish a numeric API rate limit or service-level commitment on the homepage, so ask about rate limits, availability, retries and incident support for production workloads.

Keep the API key out of client-side code and confirm the vendor's data-retention, security and compliance terms before sending sensitive information. Model cost using measured credit consumption and separate proxy bandwidth; the vendor does not publish overage pricing. A Reddit thread about ScrapingAnt and Puppeteer Cluster includes a commenter describing parallel Chromium instances as a way to reduce scraping time, while another asks for point-and-click help. That discussion offers limited evidence about production reliability or support quality.