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Scraping & automation, sold as source

Scrape and automate at scale.
You own the source.

Three production-grade tools for extraction and automation at scale: a Facebook Ad Library scraper, LinkedIn automation over MCP, and Etsy listing automation. Buy the code, run it yourself, extend it without limits.

Get the source See the tools
Fields per ad
60+
LinkedIn actions
103+
Etsy pipeline
4 stages

Three tools. One standard of craft.

Each is sold as source you own outright, built for throughput and built to be auditable. Buy one, or all three.

FB extraction

Facebook Ad Library scraper

A Python engine on real Chrome that pulls the public Meta Ad Library at volume: structured ad records, creative, advertiser, run dates, platform and transparency signals. Proxy rotation and date-sharding are built in for scale.

  • Real throughput ~1,000 exact ads in about 3 minutes direct, no proxy. Scale past 5,000 a run behind a rotating gateway.
  • 60+ fields per ad IDs, advertiser, creative copy, CTA, media URLs, platforms, run dates, plus political and EU transparency data when Meta exposes it.
  • Structured output + provenance JSON, CSV, JSONL, or ZIP, with a SQLite or Postgres query store. Every row carries its source and capture time.
1,000 exact ads in ~3 min · no proxy
Get the source
output.json 5 of 1,000 · streaming
archive_id page_name platforms active cta_type
72044…931 Northwind Co. fb · ig ✓ SHOP_NOW
88120…204 Lumen Labs fb ✓ SIGN_UP
41992…087 Atlas Outdoor ig · fb ✗ LEARN_MORE
50713…556 Pry Coffee fb · ig ✓ ORDER_NOW
63388…712 Vela Studio ig ✓ BOOK_NOW
✓ 1,000 exact ads · ~3m18s 60+ fields · source + captured_at
IN automation · mcp

LinkedIn automation, CLI + MCP

Drive 103 LinkedIn actions from one runner: connections, messaging, profile and feed work, job search, recruiter sourcing. Expose them to Claude, Cursor, or any agent through an MCP server, or run them from the CLI, all through your own logged-in session.

  • Agent-native (MCP) 11 MCP tools wrap the same runner the CLI uses, so Claude, Cursor, Windsurf, or your own stdio client can call every action.
  • 103 actions, 11 categories Jobs, messaging, profile, feed, notifications, organization, premium, network. Compose them into sequences.
  • Safety built in Warm-up ramps and daily caps (25 connects, 50 messages) with backoff, so an account ramps up instead of getting flagged on day one.
103 actions · 11 MCP tools
Get the source
mcp · linkedin agent connected

11 MCP tools · 103 actions

  • jobs 30 actions
  • messaging 21 actions
  • profile 14 actions
  • settings 8 actions
  • feed 7 actions
  • notifications 5 actions
  • + 5 more categories 18 actions
safety caps · warm-up ramp built in 25 connects · 50 msgs / day
ET listings · operations

Etsy listing automation

A Python CLI for Etsy digital-download sellers: pull your shop and listing analytics from your logged-in session, assemble a complete listing from JSON and local assets, and publish it behind a human-review gate.

  • Your seller analytics Shop summary, traffic, per-listing stats, Etsy Ads history, and keyword facets, straight from your authenticated session.
  • Draft to published Validates a listing JSON, uploads images, files, and video, builds the editor payload, and creates the draft.
  • Human-gated publish Creates drafts by default; going live takes an explicit command, so nothing publishes without your review.
4 stages analyze · build · publish · track
Get the source
etsy · pipeline running
  1. 01
    Analyze seller data

    shop, traffic, per-listing & ad stats from your session

  2. 02
    Build draft full listing

    validate JSON, upload images, files, video

  3. 03
    Publish human-gated

    create draft, human-review gate, then go live

  4. 04
    Track ads + stats

    Etsy Ads stats and listing performance

analyze → build → publish → track human-gated

You own it, not rent it

These tools ship as source. No subscription gate between you and the capability, no vendor deciding your limits.

  1. Buy

    Get the source

    Purchase the tool. You receive the full repository, setup docs, and update access.

  2. Run

    Run it yourself

    Drop in your credentials and run locally or on your own infra. No platform lock-in, no per-row billing.

  3. Extend

    Make it yours

    Read it, fork it, wire it into your stack. Schema, rate limits, and outputs are yours to change.

Data you can stand behind

You hold the keys and the logs

Most scraping tools hope you never get asked where the data came from. These log it. Compliance posture you can hand to legal, security, and procurement.

Ask about compliance & licensing
Public sources, your own sessions
The Ad Library scraper reads a public, login-free source. The LinkedIn and Etsy tools act only through a session you authenticate yourself. No bundled credentials, no resold access.
Provenance on every export
Ad records carry their source and capture timestamp, and each run writes a manifest, so an export holds up when procurement or legal asks where it came from.
Rate-limited by design
The LinkedIn tool ships with warm-up ramps and daily caps (25 connects, 50 messages) with backoff built in, so an account ramps up instead of getting flagged.
Yours to govern
You run the code on your own infrastructure, with your accounts and keys. Nothing phones home. The platform terms and the legal call are yours to make.

Get the source

Own the tools your competitors rent

A one-time license for a single buyer or business. You own the source, modify it, and run it internally without limits. You bring the accounts, proxies, and API keys.

Flagship

Facebook Ad Library scraper

The public Meta Ad Library, at volume.

$3,000

  • Full Python + React source
  • 60+ fields per ad; JSON, CSV, SQL out
  • FastAPI job API + React console included
  • 3–5 days of handoff support
Get the source

LinkedIn CLI + MCP

103 actions, drivable by any agent.

$1,499

  • CLI + MCP server source
  • 103 actions · 11 MCP tools
  • License gate + warm-up safety system
  • Setup call + 6 months of updates
Get the source

Etsy listing automation

Seller analytics to published listings.

$699

  • Full Python CLI source
  • Analyze, build, publish, human-gated
  • Runs on your own seller session
  • 7 days setup help + 30 days of fixes
Get the source

Beyond the source

Keep it running

Meta, LinkedIn, and Etsy all change without notice. A maintenance retainer keeps your copy working: endpoint fixes, regression checks, and safety-config reviews.

Talk to us

Or have us run it

Managed scrape feeds for the Ad Library, per-seat team licensing for LinkedIn, or done-for-you listings and SEO for Etsy. Priced per engagement.

Talk to us

You get a private repo or zip with code, docs, and tests. Agency and white-label licensing available on request. Source resale and redistribution are not included by default.