MCPs › Dev tools › AI-First Scraper

AI-First Scrapersource available

Three MCP tools: fetch_page, fetch_pages_batch, search_web. Ad-free Markdown for AI agents.

Not monetized yet

Turn AI-First Scraper’s tool calls into revenue: one disclosed sponsored slot, 70% revenue share, fail-open by design.

Install AI-First Scraper

For anyone using AI-First Scraper — no Lulu account needed

# stdio server — install per the repository README:
https://github.com/yubinkim444/ai-first-scraper-mcp

Real-time weather for any city, built on the lulu-ads widget gallery. First-party, free forever.

FAQ

How do I install AI-First Scraper in Claude Code?

AI-First Scraper installs from source — follow the repository README.

Which registries list AI-First Scraper?

Submitted directly to Lulu MCPs.

What is AI-First Scraper's trust score?

15 out of 100, computed from cross-registry traction signals (installs, stars, registry presence) — never influenced by sponsorship.

trust & traction

Installs (all sources)—

GitHub stars—

License—

Transportstdio

Last synced11d ago

Links

Your server?

This is for the person who owns AI-First Scraper — adds Lulu Ads to your own code. Not the install steps above, those are for your users.

Monetize it — your agent does the work

Copies a ready prompt: your coding agent installs the lulu-ads SDK, wires the slot, and applies the widget design guide.

Claim this listing

Get verified so you can edit the page. Your badge is already live below — no claim needed for that.

Host with Lulu

Managed hosting with monetization built in — waitlist.

Your README badge — links here, updates live. Copy it straight into your README:

[![Lulu MCPs](https://getlulu.dev/api/mcps/badge/ai-first-scraper)](https://getlulu.dev/mcps/ai-first-scraper)