bulk-scrape

bulk-scrape is a skill for Claude Code, Codex from MSApps-Mobile/claude-plugins. It costs 29 tokens per session (167 once invoked), scanned A, original, MIT.

A batch scraper for LinkedIn profile and company-page URLs. Scraping means collecting information from web pages automatically, and this tool uses Apify, a service for running such data-collection jobs.

In plain words
What is it for?
For collecting data from a supplied list of LinkedIn people, companies, or a mixture of both, when an Apify API token is available.
Why use it?
It avoids opening and processing many LinkedIn pages one by one.

Skill for Claude CodeCodex

Part of the linkedin-scraper plugin — 3 skills, 1 agent shipped together

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/msapps-mobile/claude-plugins/bulk-scrape
Any agent
npx skills add MSApps-Mobile/claude-plugins --skill bulk-scrape
Clone the repo
git clone --depth 1 https://github.com/MSApps-Mobile/claude-plugins

Made for: Claude Code, Codex.

Or install linkedin-scraper, the plugin that ships this one along with the rest of its 3 skills, 1 agent.

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 bulk-scrape

README.md
[![agentmods](https://agentmods.dev/badge/skills/msapps-mobile/claude-plugins/bulk-scrape.svg)](https://agentmods.dev/skills/msapps-mobile/claude-plugins/bulk-scrape)
Your own site
<a href="https://agentmods.dev/skills/msapps-mobile/claude-plugins/bulk-scrape"><img src="https://agentmods.dev/badge/skills/msapps-mobile/claude-plugins/bulk-scrape.svg" alt="Measured on agentmods" 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 167 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 $0.00029 $0.00167
Opus 5 $0.00015 $0.00084
Sonnet 5 $0.00006 $0.00033
Haiku 4.5 $0.00003 $0.00017

Measured 3d ago against content hash bd254f8f089c, method: parsed. Prices are Anthropic first-party input rates as of 2026-08-30, from the pricing page.

Security

Grade A, and why

bulk-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 3d 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.

plugins/linkedin-scraper/skills/bulk-scrape/SKILL.md · 20 lines

What it actually says

Bulk Scrape LinkedIn

Extract data from multiple LinkedIn profiles or company pages in a single batch operation.

Requirements

  • A valid Apify API token (set as APIFY_TOKEN environment variable)
    • A list of LinkedIn URLs (profiles, companies, or mixed)

    • Workflow

      1. Collect URLs from the user
        1. Validate and classify into profile and company URLs
          1. Confirm scope and get user approval
            1. Run batch scrape via Apify actors
              1. Aggregate and present results
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. 3d ago First seen · 20 lines · 29 tokens per session scan A bd254f8f089c

Subscribe to this mod's changes

bulk-scrape is a skill published in the GitHub repository MSApps-Mobile/claude-plugins (9 stars, last pushed 8d ago), licensed MIT. It adds 29 tokens to every session and 167 once invoked, about $0.0001 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 2026-08-31.

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