just-scrape

just-scrape is a skill for Claude Code from ScrapeGraphAI/just-scrape. It costs 80 tokens per session (3,198 once invoked), scanned A, original, MIT.

A command-line tool skill for searching the web, reading pages, crawling sites, extracting structured data, and monitoring pages for changes.

In plain words
What is it for?
Use it to search topics, scrape URLs, crawl documentation, extract site data, monitor changes, or inspect request history.
Why use it?
It provides one workflow for turning web content into usable text or JSON and checking pages over time.

Skill for Claude Code

Written for Claude Code: allowed-tools in frontmatter. Also seen: built for openclaw.

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/scrapegraphai/just-scrape/just-scrape
Any agent
npx skills add ScrapeGraphAI/just-scrape --skill just-scrape
Clone the repo
git clone --depth 1 https://github.com/ScrapeGraphAI/just-scrape

Made for: Claude Code.

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.

agentmods badge for just-scrape

README.md
[![agentmods](https://agentmods.dev/badge/skills/scrapegraphai/just-scrape/just-scrape.svg)](https://agentmods.dev/skills/scrapegraphai/just-scrape/just-scrape)
Your own site
<a href="https://agentmods.dev/skills/scrapegraphai/just-scrape/just-scrape"><img src="https://agentmods.dev/badge/skills/scrapegraphai/just-scrape/just-scrape.svg" alt="Measured on agentmods" height="20"></a>
Per session 80 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 3,198 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 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 5.1 $0.00080 $0.03198
Opus 5 $0.00040 $0.01599
Sonnet 5 $0.00016 $0.00640
Haiku 4.5 $0.00008 $0.00320

Measured 6d ago against content hash 28b2d87fe0b5, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-05, from the pricing page.

Security

Grade A, and why

just-scrape 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.

skills/just-scrape/SKILL.md · 296 lines

How it starts

The opening of the file, as written. The whole thing — 296 lines — stays where its author put it; the contents beside it link to each section on GitHub.

just-scrape CLI

Search, scrape, crawl, extract structured JSON, and monitor page changes using the just-scrape CLI.

Run just-scrape --help or just-scrape <command> --help for full option details.

If the task is to integrate ScrapeGraph AI into application code, add SGAI_API_KEY to a project, or choose endpoint usage in product code, inspect the project first and use the ScrapeGraph AI SDK/API docs directly instead of this CLI skill.

Prerequisites

Must be installed and authenticated. Check with just-scrape validate and just-scrape credits.

command -v just-scrape >/dev/null 2>&1 || npm install -g just-scrape@latest
just-scrape validate
just-scrape credits
  • API key: Set SGAI_API_KEY, use a .env file, use ~/.scrapegraphai/config.json, or complete the interactive prompt.
  • Credits: Remaining ScrapeGraph AI credits. Each operation consumes credits.

Before doing real work, verify the setup with one small request:

mkdir -p .just-scrape
just-scrape scrape "https://example.com" --json > .just-scrape/install-check.json
just-scrape search "query" --num-results 3 --json > .just-scrape/search-check.json

Workflow

Follow this escalation pattern:

  1. Search - No specific URL yet. Find pages, answer questions, discover sources.
  2. Scrape - Have a URL. Extract markdown, html, screenshots, links, images, summaries, or branding.
  3. Extract - Need structured JSON from a known URL with an AI prompt and optional schema.
  4. Crawl - Need bulk content from an entire site section.
  5. Monitor - Need scheduled page-change tracking with optional webhook notifications.
Need Command When
Find pages on a topic search No specific URL yet
Get a page's content scrape Have a URL, need one or more page formats
AI-powered data extraction extract Need structured data from a known URL
Bulk extract a site section crawl Need many pages or docs sections
Track changes over time monitor Need recurring scraping and webhooks
Inspect prior requests history Need past request IDs, status, or payloads
Check credit balance credits Need remaining API credits
Validate API setup validate Need health check and API key validation

Read the full file on GitHub · 296 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. 6d ago First seen · 296 lines · 80 tokens per session scan A 28b2d87fe0b5

Subscribe to this mod's changes

just-scrape is a skill published in the GitHub repository ScrapeGraphAI/just-scrape (56 stars, last pushed 5d ago), licensed MIT. It adds 80 tokens to every session and 3,198 once invoked, about $0.0004 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.

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