skills/scraperapi-java-sdk/SKILL.md
Best-practices reference for the ScraperAPI Java SDK (com.scraperapi:sdk Maven artifact). Consult whenever the user is writing, debugging, or reviewing Java code that calls ScraperAPI. Use when user asks: "scrape a website with Java and ScraperAPI", "ScraperAPI Java example", "how do I add ScraperAPI to my Maven project", "Java ScraperAPI render", "ScraperAPI Java fluent API", "ScraperAPI Java premium proxy", "ScraperAPI Java error handling", "ScraperAPI Java retry". Covers Maven/Gradle setup, the fluent builder API, all request parameters, the escalation ladder, async jobs, structured data calls, error handling, and credit costs.
npx skillsauth add scraperapi/scraperapi-skills scraperapi-java-sdkInstall this skill globally with one command. Works with Claude Code, Cursor, and Windsurf.
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Requires: Java 8+, Maven or Gradle, SCRAPERAPI_API_KEY environment variable.
<dependency>
<groupId>com.scraperapi</groupId>
<artifactId>sdk</artifactId>
<version>1.2</version>
</dependency>
implementation 'com.scraperapi:sdk:1.2'
import com.scraperapi.ScraperApiClient;
ScraperApiClient client = new ScraperApiClient(System.getenv("SCRAPERAPI_API_KEY"));
Never hardcode the API key. Read it from the environment every time.
The Java SDK uses a fluent builder pattern. Chain parameter methods onto the result of .get(), then call .result() to block and retrieve the HTML.
// Simple GET — returns HTML as a String
String html = client.get("https://example.com/").result();
// With parameters — chain before .result()
String html = client.get("https://example.com/")
.render(true)
.result();
// Multiple parameters
String html = client.get("https://example.com/")
.render(true)
.countryCode("us")
.result();
| Situation | Approach |
|-----------|---------|
| Single URL, synchronous | .get(url).<params>.result() |
| Page loads content via JavaScript | Chain .render(true) |
| Site blocks datacenter proxies | Chain .premium(true) |
| Toughest anti-bot protection | Chain .ultraPremium(true) |
| Multi-step / paginated flow on same domain | Chain .sessionNumber(n) |
| Transient failures expected | Chain .retry(n) |
| 20+ URLs or batch jobs | Async endpoint via HttpClient |
| Supported platform (Amazon, Google, etc.) | Structured data endpoint |
// Render JavaScript before returning HTML
// Use when: page is a React/Vue/Angular SPA, or initial scrape returns empty content
// Cost: +10 credits
String html = client.get("https://spa-site.com/").render(true).result();
// Wait for a DOM element before capturing (requires render)
String html = client.get("https://spa-site.com/")
.render(true)
.waitForSelector(".product-list")
.result();
Don't call .render(true) by default — try without it first. It adds cost and latency.
// Route through a country-specific proxy — no extra credit cost
String html = client.get("https://example.com/").countryCode("gb").result();
// Premium residential/mobile IPs — for sites that block datacenter proxies
// Cost: 10 credits (25 with render)
String html = client.get("https://hard-site.com/").premium(true).result();
// Ultra-premium — for the toughest anti-bot protections
// Cost: 30 credits (75 with render)
// Note: incompatible with custom headers
String html = client.get("https://hardest-site.com/").ultraPremium(true).result();
premium and ultraPremium are mutually exclusive — never chain both.
Escalation order: standard (1 cr) → render (10 cr) → premium (10 cr) → ultraPremium (30 cr).
// Reuse the same proxy IP across requests — useful for pagination and multi-step flows
// Sessions expire 15 minutes after last use; any integer is a valid ID
String page1 = client.get("https://example.com/page1").sessionNumber(42).result();
String page2 = client.get("https://example.com/page2").sessionNumber(42).result();
// Emulate a mobile browser user-agent
String html = client.get("https://example.com/").deviceType("mobile").result();
// Return structured JSON for supported sites (Amazon, Google, etc.)
String json = client.get("https://amazon.com/dp/B09V3KXJPB").autoparse(true).result();
// Override the default retry count (default: 3)
// ScraperAPI retries failed requests for up to 70 seconds internally;
// .retry() controls how many times the SDK retries after a non-200 response
String html = client.get("https://flaky-site.com/").retry(5).result();
Do not set very low timeouts — the SDK defaults are calibrated to allow ScraperAPI's internal retry window (up to 70 seconds). Setting a 5-second client timeout will cause false failures.
Always start cheapest. Escalate only when the site blocks the previous tier.
public static String scrapeWithEscalation(ScraperApiClient client, String url) throws Exception {
// Try each tier in order — stop at the first success
String[][] tiers = {
{}, // 1 credit — standard
{"render:true"}, // 10 credits
{"premium:true"}, // 10 credits
{"premium:true", "render:true"}, // 25 credits
{"ultraPremium:true"}, // 30 credits
};
// Practical implementation — explicit tier cascade
String[] attempts = { "standard", "render", "premium", "premiumRender", "ultraPremium" };
for (String tier : attempts) {
try {
var req = client.get(url);
switch (tier) {
case "render": req = req.render(true); break;
case "premium": req = req.premium(true); break;
case "premiumRender": req = req.premium(true).render(true); break;
case "ultraPremium": req = req.ultraPremium(true); break;
}
String html = req.result();
if (html != null && html.toLowerCase().contains("<html")) return html;
} catch (Exception e) {
// Log and try next tier
}
}
return null;
}
.result() blocks the calling thread. For 20+ URLs, submit async jobs via the REST endpoint and
collect results concurrently.
import java.net.http.*;
import java.net.URI;
import com.fasterxml.jackson.databind.ObjectMapper;
private static final String API_KEY = System.getenv("SCRAPERAPI_API_KEY");
private static final HttpClient HTTP = HttpClient.newHttpClient();
private static final ObjectMapper JSON = new ObjectMapper();
public static Map<String, Object> submitJob(String url) throws Exception {
String body = JSON.writeValueAsString(Map.of("apiKey", API_KEY, "url", url));
HttpRequest req = HttpRequest.newBuilder()
.uri(URI.create("https://async.scraperapi.com/jobs"))
.POST(HttpRequest.BodyPublishers.ofString(body))
.header("Content-Type", "application/json")
.build();
HttpResponse<String> resp = HTTP.send(req, HttpResponse.BodyHandlers.ofString());
return JSON.readValue(resp.body(), Map.class); // {id, statusUrl}
}
public static String pollJob(Map<String, Object> job, int maxWaitSec) throws Exception {
long deadline = System.currentTimeMillis() + maxWaitSec * 1000L;
while (System.currentTimeMillis() < deadline) {
HttpRequest req = HttpRequest.newBuilder()
.uri(URI.create((String) job.get("statusUrl")))
.GET().build();
Map<String, Object> data = JSON.readValue(
HTTP.send(req, HttpResponse.BodyHandlers.ofString()).body(), Map.class);
if ("finished".equals(data.get("status")))
return ((Map<?, ?>) data.get("response")).get("body").toString();
if ("failed".equals(data.get("status")))
throw new RuntimeException("Job " + job.get("id") + " failed");
Thread.sleep(5_000);
}
throw new RuntimeException("Job " + job.get("id") + " timed out");
}
For supported platforms, use structured endpoints instead of raw HTML scraping.
public static String structuredGet(String vertical, Map<String, String> params) throws Exception {
StringBuilder query = new StringBuilder("api_key=" + API_KEY);
params.forEach((k, v) -> query.append("&").append(k).append("=").append(v));
URI uri = URI.create("https://api.scraperapi.com/structured/" + vertical + "?" + query);
HttpRequest req = HttpRequest.newBuilder().uri(uri).GET().build();
HttpResponse<String> resp = HTTP.send(req, HttpResponse.BodyHandlers.ofString());
if (resp.statusCode() != 200)
throw new RuntimeException("Error " + resp.statusCode());
return resp.body();
}
// Google SERP
String serp = structuredGet("google/search", Map.of("query", "java web scraping"));
// Amazon product
String product = structuredGet("amazon/product", Map.of("asin", "B09V3KXJPB"));
// Walmart search
String items = structuredGet("walmart/search", Map.of("query", "standing desk", "tld", "com"));
public static String safeScrape(ScraperApiClient client, String url) {
try {
return client.get(url).retry(3).result();
} catch (Exception e) {
String msg = e.getMessage() != null ? e.getMessage() : "";
if (msg.contains("401")) throw new RuntimeException("Invalid API key — check SCRAPERAPI_API_KEY", e);
if (msg.contains("403")) throw new RuntimeException("Blocked or out of credits — try premium/ultraPremium", e);
if (msg.contains("429")) throw new RuntimeException("Rate limit — reduce concurrency or use async", e);
if (msg.contains("500") || msg.contains("503"))
throw new RuntimeException("Transient error — retry with backoff", e);
throw new RuntimeException("Scrape failed: " + url, e);
}
}
Status codes: 200 success, 401 bad key, 403 blocked/no credits, 404 target not found, 429 rate limit, 500/503 transient (not charged — safe to retry with backoff).
| Request type | Credits |
|---|---|
| Standard .result() | 1 |
| .render(true) | 10 |
| .premium(true) | 10 |
| .premium(true).render(true) | 25 |
| .ultraPremium(true) | 30 |
| .ultraPremium(true).render(true) | 75 |
development
SERP landscape analysis for SEO strategy decisions. Use this skill when the user wants to understand what a search results page actually looks like for their target keywords — including AI Overview presence and attribution, SERP feature composition, how Google is interpreting query intent, which competitors dominate specific keyword sets, and where organic rankings actually translate to visible traffic. Trigger on requests like "analyze the SERP for [keyword]," "why isn't my content getting traffic even though it ranks," "what does Google show for [keyword]," "which keywords are worth targeting," "is [keyword] dominated by AI Overviews," "who owns the SERP for [topic]," "SERP analysis," "keyword landscape," or any request to understand what's happening on a search results page before making a content or SEO strategy decision.
tools
Run a comprehensive SEO audit using ScraperAPI's live SERP and scraping tools — no setup required. Use this skill whenever the user wants to: audit SEO for a website, understand why a page isn't ranking, check SEO health, analyze keyword rankings, compare against competitors in search results, find content gaps, review on-page signals (titles, meta, headings, schema), diagnose a traffic drop, check indexation, or get prioritized SEO recommendations. Also trigger when the user says things like "why am I not showing up on Google," "my traffic dropped," "how do I rank for X," "what's wrong with my SEO," "SEO check," or "SEO review." This skill works out of the box — it uses the ScraperAPI MCP tools already connected to this session, with no CLI or API key setup needed.
development
Build and implement web scrapers using ScraperAPI. Use this skill whenever the user asks to build, write, create, or implement a scraper, or wants runnable code that extracts data from a website. Trigger on: "build me a scraper for [website]", "write a scraper that fetches product pages from [ecommerce site]", "I need to scrape [data] from [website]", "create a script that extracts [fields] from [URL]", "help me scrape [website] — I need [fields]", "write code to scrape [website]", "make a script that scrapes [website]", "implement a scraper for [URL]". Guides architectural decisions (structured endpoint vs. raw HTML, JS rendering, proxy tier, sync vs. async batch), then generates a complete runnable Python or Node.js script with retry logic, error handling, pagination, and credit estimation.
development
Use this skill whenever the user wants to check, track, or be alerted about product prices on Amazon, Walmart, or via Google Shopping. Trigger on: "monitor the price of this Amazon product", "did the price drop on [Walmart URL]?", "track these ASINs", "compare today's prices to last week", "alert me if [product] goes below $X", "what's the current price of [product]?", "check my price watchlist", "scrape the price of [URL]", "is [product] cheaper anywhere else?". Accepts ASINs, Amazon/Walmart product URLs, or free-text product queries for Google Shopping. Reads an optional baseline JSON file to detect changes, fetches live prices via ScraperAPI's structured endpoints, and reports increases, decreases, restocks, and out-of-stock transitions in a structured change report. Use this skill even when the user does not say the word "monitor" — any one-shot or recurring price-check request belongs here.