A Python web-scraping toolkit for downloading pages, running a browser when JavaScript is required, and crawling multiple pages.

Use it to fetch HTML or APIs, scrape rendered pages, crawl sites with spiders, or handle anti-bot and Cloudflare protection where permitted.

It helps collect information from static sites, JavaScript-heavy apps, and sites that block ordinary automated requests.

scrapling — Skill for Claude Code and Codex by sairam0424

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.

Any agent

npx skills add sairam0424/MindForge --skill scrapling

Clone the repo

git clone --depth 1 https://github.com/sairam0424/MindForge

Made for: Claude Code, Codex.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

README.md

[![agentmods](https://agentmods.dev/badge/skills/sairam0424/mindforge/scrapling/github.svg)](https://agentmods.dev/skills/sairam0424/mindforge/scrapling)

Your own site

<a href="https://agentmods.dev/skills/sairam0424/mindforge/scrapling"><img src="https://agentmods.dev/badge/skills/sairam0424/mindforge/scrapling/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

Your own site · 80×15

<a href="https://agentmods.dev/skills/sairam0424/mindforge/scrapling"><img src="https://agentmods.dev/badge/skills/sairam0424/mindforge/scrapling.svg" alt="Reviewed on agentmods" width="80" height="20"></a>

Per session 29 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.

When invoked 2,169 The whole file, excluding the scripts and references it only reads on demand.

Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.

Origin 84% copy Near-identical to another mod 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.

Model	Per session	Once invoked
Fable 5.1	$0.00029	$0.02169
Opus 5	$0.00015	$0.01085
Sonnet 5	$0.00006	$0.00434
Haiku 4.5	$0.00003	$0.00217

Measured 6d ago against content hash acefc9dd4810, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-10, from the pricing page.

Security

Grade A, and why

scrapling scanned grade A with 0 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 6d 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.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

Origin

This is a copy

84% identical to scrapling — 12 lines differ, which has more behind it and is treated as the original. This page carries a canonical link to it rather than competing with it.

.agent/skills/scrapling/SKILL.md · 329 lines

How it starts

The opening of the file, as written. The whole thing — 329 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Scrapling

Scrapling is a web scraping framework with anti-bot bypass, stealth browser automation, and a spider framework. It provides three fetching strategies (HTTP, dynamic JS, stealth/Cloudflare) and a full CLI.

This skill is for educational and research purposes only. Users must comply with local/international data scraping laws and respect website Terms of Service.

When to Use

Scraping static HTML pages (faster than browser tools)
Scraping JS-rendered pages that need a real browser
Bypassing Cloudflare Turnstile or bot detection
Crawling multiple pages with a spider
When the built-in WebFetch tool does not return the data you need

Installation

pip install "scrapling[all]"
scrapling install

Minimal install (HTTP only, no browser):

pip install scrapling

With browser automation only:

pip install "scrapling[fetchers]"
scrapling install

Quick Reference

Approach	Class	Use When
HTTP	`Fetcher` / `FetcherSession`	Static pages, APIs, fast bulk requests
Dynamic	`DynamicFetcher` / `DynamicSession`	JS-rendered content, SPAs
Stealth	`StealthyFetcher` / `StealthySession`	Cloudflare, anti-bot protected sites
Spider	`Spider`	Multi-page crawling with link following

CLI Usage

Extract Static Page

scrapling extract get 'https://example.com' output.md

With CSS selector and browser impersonation:

scrapling extract get 'https://example.com' output.md \
  --css-selector '.content' \
  --impersonate 'chrome'

Extract JS-Rendered Page

scrapling extract fetch 'https://example.com' output.md \
  --css-selector '.dynamic-content' \
  --disable-resources \
  --network-idle

Extract Cloudflare-Protected Page

scrapling extract stealthy-fetch 'https://protected-site.com' output.html \
  --solve-cloudflare \
  --block-webrtc \
  --hide-canvas

Read the full file on GitHub · 329 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.

6d ago First seen · 329 lines · 29 tokens per session scan A acefc9dd4810

Subscribe to this mod's changes

scrapling is a skill published in the GitHub repository sairam0424/MindForge (0 stars, last pushed today), licensed MIT. It adds 29 tokens to every session and 2,169 once invoked, about $0.0001 per session on Opus 5. A static security scan graded it A with 0 findings. It is 84% identical to scrapling, differing in 12 lines, and is treated as a copy.

Browser automation Claude Code Research agentic-workflows ai-agents antigravity automation autonomous execution

browser-control

Use the local browser-connector CLI to inspect and operate the user's current Chrome tabs through the Browser Connector extension and Native Host. Use when the user asks to list open browser pages, read a current page, capture a screenshot, or perform controlled browser interactions from NextClaw.

Peiiii/nextclaw · 58 tokens

scrapling