apify-ultimate-scraper

apify-ultimate-scraper is a skill for Claude Code from hybridlabor-api/bdb-dev-optimized-agent-skills. It costs 33 tokens per session (2,643 once invoked), scanned A, a copy of apify-ultimate-scraper, Apache-2.0.

A general-purpose web scraping skill that uses Apify Actors to collect data from many major online platforms. An Actor is a ready-made web automation program for a specific type of extraction.

In plain words
What is it for?
Use it to collect data from websites and online platforms, especially when one task spans several sources or platforms.
Why use it?
It helps when you need web data but do not know which scraper to choose. It selects an appropriate extractor for the task and provides a workflow for running it and summarising the results.

Skill for Claude Code

Written for Claude Code: ${CLAUDE_PLUGIN_ROOT} variable.

Runs only inside a plugin — its command needs a path that Claude Code sets for a plugin’s own hooks and for nothing else, and the catalogue could not identify which plugin ships it.

Good fit Use it to collect data from websites and online platforms, especially when one task spans several sources or platforms.

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Install

Getting it into your agent

There is no command for this one: it runs only inside a plugin, and the catalogue could not identify which plugin ships it. The source is linked below.

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 apify-ultimate-scraper

README.md
[![agentmods](https://agentmods.dev/badge/skills/hybridlabor-api/bdb-dev-optimized-agent-skills/apify-ultimate-scraper/github.svg)](https://agentmods.dev/skills/hybridlabor-api/bdb-dev-optimized-agent-skills/apify-ultimate-scraper)
Your own site
<a href="https://agentmods.dev/skills/hybridlabor-api/bdb-dev-optimized-agent-skills/apify-ultimate-scraper"><img src="https://agentmods.dev/badge/skills/hybridlabor-api/bdb-dev-optimized-agent-skills/apify-ultimate-scraper/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.

agentmods 80×15 button for apify-ultimate-scraper

Your own site · 80×15
<a href="https://agentmods.dev/skills/hybridlabor-api/bdb-dev-optimized-agent-skills/apify-ultimate-scraper"><img src="https://agentmods.dev/badge/skills/hybridlabor-api/bdb-dev-optimized-agent-skills/apify-ultimate-scraper.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 33 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 2,643 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 92% 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.

ModelPer sessionOnce invoked
Fable 5.1 $0.00033 $0.02643
Opus 5 $0.00016 $0.01321
Sonnet 5 $0.00007 $0.00529
Haiku 4.5 $0.00003 $0.00264

Measured 6d ago against content hash 5466c95a0492, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-10, from the pricing page.

Security

Grade A, and why

apify-ultimate-scraper 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.

The scan reads SKILL.md. This mod also ships 1 executable file (reference/scripts/run_actor.js), listed below but not scanned — reading those needs a real analyzer, not pattern matching.

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

92% identical to apify-ultimate-scraper — 22 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.

skills/global_config/apify-ultimate-scraper/SKILL.md · 243 lines

How it starts

The opening of the file, as written. The whole thing — 243 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Universal Web Scraper

AI-driven data extraction from 55+ Actors across all major platforms. This skill automatically selects the best Actor for your task.

When to Use

  • The user needs web data extraction but has not yet chosen a specific Apify Actor.
  • You need a general-purpose Apify entry point that maps a broad scraping goal to the most suitable Actor.
  • The task spans multiple platforms and benefits from one unified workflow for actor selection, execution, and summarization.

Prerequisites

(No need to check it upfront)

  • .env file with APIFY_TOKEN
  • Node.js 20.6+ (for native --env-file support)
  • mcpc CLI tool: npm install -g @apify/mcpc

Workflow

Copy this checklist and track progress:

Task Progress:
- [ ] Step 1: Understand user goal and select Actor
- [ ] Step 2: Fetch Actor schema via mcpc
- [ ] Step 3: Ask user preferences (format, filename)
- [ ] Step 4: Run the scraper script
- [ ] Step 5: Summarize results and offer follow-ups

Step 1: Understand User Goal and Select Actor

First, understand what the user wants to achieve. Then select the best Actor from the options below.

Instagram Actors (12)
Actor ID Best For
apify/instagram-profile-scraper Profile data, follower counts, bio info
apify/instagram-post-scraper Individual post details, engagement metrics
apify/instagram-comment-scraper Comment extraction, sentiment analysis
apify/instagram-hashtag-scraper Hashtag content, trending topics
apify/instagram-hashtag-stats Hashtag performance metrics
apify/instagram-reel-scraper Reels content and metrics
apify/instagram-search-scraper Search users, places, hashtags
apify/instagram-tagged-scraper Posts tagged with specific accounts
apify/instagram-followers-count-scraper Follower count tracking
apify/instagram-scraper Comprehensive Instagram data
apify/instagram-api-scraper API-based Instagram access
apify/export-instagram-comments-posts Bulk comment/post export

Read the full file on GitHub · 243 lines

Files

What ships with it

1 file beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

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 · 243 lines · 33 tokens per session scan A 5466c95a0492

Subscribe to this mod's changes

apify-ultimate-scraper is a skill published in the GitHub repository hybridlabor-api/bdb-dev-optimized-agent-skills (6 stars, last pushed 5d ago), licensed Apache-2.0. It adds 33 tokens to every session and 2,643 once invoked, about $0.0002 per session on Opus 5. A static security scan graded it A with 0 findings. It is 92% identical to apify-ultimate-scraper, differing in 22 lines, and is treated as a copy.

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