Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx agentmods add skills/scraperapi/scraperapi-skills/scraperapi-crawlernpx skills add scraperapi/scraperapi-skills --skill scraperapi-crawlergit clone --depth 1 https://github.com/scraperapi/scraperapi-skillsWhat it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5 | $0.00188 | $0.02043 |
| Opus 5 | $0.00094 | $0.01022 |
| Sonnet 5 | $0.00038 | $0.00409 |
| Haiku 4.5 | $0.00019 | $0.00204 |
Grade B, and why
scraperapi-crawler scanned grade B with 2 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 2d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Sends data to an external URLmediumData exfiltration
A POST to an outside endpoint may be telemetry or may be exfiltration; either way the mod talks to somewhere, and you should know where.
job = requests.post( "https://crawler.scraperapi.com/job", Makes network callslowCapability
Not a fault in itself. Listed so you know the mod talks to something, and to what.
job = requests.post( How it starts
The opening of the file, as written. The whole thing — 237 lines — stays where its author put it; the contents beside it link to each section on GitHub.
ScraperAPI Crawler
The Crawler discovers and scrapes linked pages automatically, starting from a seed URL and following links that match your regex pattern. Use it when you need data from many pages of a site but don't have the URLs upfront.
When NOT to use the Crawler
- You have a known URL list → use the Async API instead; it's cheaper and more predictable.
- You need a single page → use the Standard API (
api.scraperapi.com). - The content is behind login → the Crawler only accesses publicly available pages.
- Free plan, need depth > 1 → free accounts are capped at
max_depth: 1.
Endpoints
| Action | Method | URL |
|---|---|---|
| Start a crawl | POST | https://crawler.scraperapi.com/job |
| Check status | GET | https://crawler.scraperapi.com/job/<jobId> |
| Cancel a crawl | DELETE | https://crawler.scraperapi.com/job/<jobId> |
Auth: include api_key in the JSON body (POST) or as a query parameter (GET/DELETE).
Starting a Crawl
import os, requests
API_KEY = os.environ["SCRAPERAPI_API_KEY"]
job = requests.post(
"https://crawler.scraperapi.com/job",
json={
"api_key": API_KEY,
"start_url": "https://example.com/blog/",
"url_regexp_include": "(?<full_url>https?://example\\.com/blog/.*)",
"url_regexp_exclude": ".*\\.(pdf|png|jpg|zip)",
"max_depth": 3,
"crawl_budget": 500,
"api_params": {
"country_code": "us",
"render": False,
},
"callback": {
"type": "webhook",
"url": "https://yourapp.com/crawler-results"
},
}
).json()
job_id = job["jobId"]
print(f"Started: {job_id}")
Required Parameters
| Parameter | Description |
|---|---|
api_key |
Your ScraperAPI key (read from env, never hardcode) |
start_url |
Seed URL — where the crawl begins |
url_regexp_include |
Regex defining which URLs to crawl (see patterns below) |
max_depth or crawl_budget |
Must provide at least one; providing both applies whichever limit is hit first |
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 2d ago First seen · 237 lines · 188 tokens per session scan B d27cbad9136c
scraperapi-crawler is a skill published in the GitHub repository scraperapi/scraperapi-skills (10 stars, last pushed 25d ago), licensed MIT. It adds 188 tokens to every session and 2,043 once invoked, about $0.0009 per session on Opus 5. A static security scan graded it B with 2 findings (sends data to an external url, makes network calls). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.
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