Security audit
Security checks across malware telemetry and agentic risk
This is a disclosed ScraperAPI integration bundle, but it should be used deliberately because it sends web queries, URLs, page content, and API credentials to third-party services.
Install only if you intend to use ScraperAPI as a third-party scraping provider. Do not send private URLs, credentials in query strings, internal systems, regulated personal data, or sensitive business content unless you have authorization and a clear data-processing basis. Review lead-enrichment, crawler, DataPipeline, webhook, and n8n scheduling workflows carefully because they can collect personal contact details, run recurring jobs, send results to webhooks, and consume ScraperAPI credits.
import os, requests
r = requests.get(
"https://api.scraperapi.com/",
params={"api_key": os.environ["SCRAPERAPI_API_KEY"], "url": "https://httpbin.org/ip"}
)
print(r.status_code, r.text[:200])curl "https://api.scraperapi.com/?api_key=$SCRAPERAPI_API_KEY&url=https://example.com" # With JS rendering curl "https://api.scraperapi.com/?api_key=$SCRAPERAPI_API_KEY&url=https://example.com&render=true" # Structured data — Google SERP curl "https://api.scraperapi.com/structured/google/search?api_key=$SCRAPERAPI_API_KEY&query=web+scraping"
curl "https://api.scraperapi.com/?api_key=$SCRAPERAPI_API_KEY&url=https://example.com&render=true" # Structured data — Google SERP curl "https://api.scraperapi.com/structured/google/search?api_key=$SCRAPERAPI_API_KEY&query=web+scraping" # Structured data — Amazon product curl "https://api.scraperapi.com/structured/amazon/product?api_key=$SCRAPERAPI_API_KEY&asin=B09V3KXJPB"
curl "https://api.scraperapi.com/structured/google/search?api_key=$SCRAPERAPI_API_KEY&query=web+scraping" # Structured data — Amazon product curl "https://api.scraperapi.com/structured/amazon/product?api_key=$SCRAPERAPI_API_KEY&asin=B09V3KXJPB" # Submit an async job curl -X POST "https://async.scraperapi.com/jobs" \
API_KEY = os.environ["SCRAPERAPI_API_KEY"]
# Submit
r = requests.post(
"https://async.scraperapi.com/jobs",
json={
"apiKey": API_KEY,API_KEY = os.environ["SCRAPERAPI_API_KEY"]
# Submit
r = requests.post(
"https://async.scraperapi.com/jobs",
json={
"apiKey": API_KEY,```python import os, requests, time API_KEY = os.environ["SCRAPERAPI_API_KEY"] # Submit r = requests.post(
Run searches by *what you're looking for*, not by which site to target. Google will surface whatever sources exist — company website, Crunchbase, Wikipedia, news, directories, LinkedIn, G2, etc. Collect all promising URLs from `organic_results[].link` and carry them into Phase 3. **Search tool:** Call `mcp__ScraperAPI__google_search` with `query`, `num: 10`, and `countryCode: "us"`. Read snippets carefully — they often contain the data you need without an extra fetch. ### 2a. Person name as seed
- Node listing: `https://n8n.io/integrations/scraperapi/` - Price-drop digest template (page): `https://n8n.io/workflows/15609-send-daily-price-drop-digest-emails-for-amazon-walmart-and-google-via-scraperapi/` - Price-drop digest template (API, returns full workflow JSON): `https://api.n8n.io/api/templates/workflows/15609` - npm package: `https://www.npmjs.com/package/n8n-nodes-scraperapi-official` - ScraperAPI docs: `https://docs.scraperapi.com/` - Dashboard: `https://dashboard.scraperapi.com/`
import os, requests
from scraperapi_sdk import ScraperAPIClient
client = ScraperAPIClient(os.environ["SCRAPERAPI_API_KEY"])
def scrape(url, params=None):
try:"""Search Google via ScraperAPI structured endpoint."""
print(f" Searching: {query!r}")
try:
resp = requests.get(
"https://api.scraperapi.com/structured/google/search",
params={
"api_key": SCRAPERAPI_API_KEY,if _should_skip(url):
return None
try:
resp = requests.get(
"https://api.scraperapi.com/",
params={
"api_key": SCRAPERAPI_API_KEY,58/58 vendors flagged this plugin as clean.
No suspicious patterns detected.