scraperapi-crawler

A usage guide for ScraperAPI’s Crawler, which finds and retrieves linked public pages automatically from a starting URL. It is intended for sites where you do not already know every page address.

In plain words
What is it for?
It is for crawling a whole website or section by following links that match a pattern, then checking or cancelling the crawl job. It does not access pages behind a login.
Why use it?
It avoids building a complete URL list by hand when you need information from many related pages.

Skill for Claude CodeCodex

Install

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.

agentmods
npx agentmods add skills/scraperapi/scraperapi-skills/scraperapi-crawler
Any agent
npx skills add scraperapi/scraperapi-skills --skill scraperapi-crawler
Clone the repo
git clone --depth 1 https://github.com/scraperapi/scraperapi-skills

Made for: Claude Code, Codex.

Per session 188 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 2,043 The whole file, excluding the scripts and references it only reads on demand.
Security scan B 2 findings. Scan, not verified.
Origin original No closer match found in the catalogue.
Token cost

What 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.

ModelPer sessionOnce 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

Measured 2d ago against content hash d27cbad9136c, method: parsed. Prices are Anthropic first-party input rates as of 2026-08-30, from the pricing page.

Security

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(
skills/scraperapi-crawler/SKILL.md · 237 lines

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

Read the full file on GitHub · 237 lines

Changes

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.

  1. 2d ago First seen · 237 lines · 188 tokens per session scan B d27cbad9136c

Subscribe to this mod's changes

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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