# MCP Scraper — The Web Data Your AI Actually Needs

Source: https://mcpscraper.dev/scraper

151 scraper, connection, and automation tools — Google, Maps, connected services, sites, media, a live browser, and workflows — ready for your AI

# The data layer for *AI agents.*

MCP Scraper finds data anywhere on the web and hands it to your AI — clean and structured. Build knowledge bases, power SaaS features, and give your agents the facts to solve any problem. When a normal scrape gets blocked, a full agent-driven browser takes over. **No CAPTCHA. No Cloudflare. No dead ends.**

Start for $1 Read the API docs

Live data pull ready

Query best hvac company Denver CO

34 PAA questions

10 Organic results

6 AI citations

4 Forum threads

PAA AI Overview Organic Map Video Forum

Question How much does it cost to replace an HVAC system in Denver?

PAA

Question Is it cheaper to repair or replace an HVAC system?

PAA

Source thisoldhouse.com › hvac-replacement-cost

PAA source URL

151 scraper + automation tools

10,000 pages per crawl

150 PAA per query

Live browser take-over

Videos + Ads

## Every video and ad account, structured.

YouTube channels and search, Facebook & Google Ad Libraries, and video transcription — pick a surface and see exactly what comes back.

mcpscraper.dev/youtube/harvest — mode: channel, @hvacrschool

H

HVAC School

@hvacrschool · 1.28M subscribers · 386 videos

▶

14:32

How to Choose the Right HVAC System for Your Home

284K views · 3 months ago

▶

9:18

HVAC Maintenance Checklist — Spring Tune-Up Guide

142K views · 6 months ago

▶

21:07

Heat Pump vs Gas Furnace: Which Saves More in 2025?

521K views · 1 year ago

▶

11:44

R-410A Phase-Out: What Technicians Need to Know

98K views · 2 months ago

▶

18:56

Refrigerant Recovery: Step-by-Step for Beginners

67K views · 4 months ago

▶

16:22

Why HVAC Systems Fail: Top 10 Root Causes Explained

310K views · 8 months ago

Google Maps

## Full business intel, not just a pin on a map.

Services, areas served, hours, reviews, and entity IDs for one known business — or search up to 50 ranked candidates for any category and city.

mcpscraper.dev/maps/place

Elite Roofing

Roofing contractor

4.8 ★ (312 reviews)

4210 Federal Blvd, Denver, CO 80211

(303) 555-0142

Open · closes 6pm

Services

Roof Replacement Roof Repair Storm Damage Inspection Gutter Installation

Areas served

Denver Aurora Lakewood Westminster

cid 8823019471… · ready for AI Overview / Knowledge Graph matching

One call returns the full profile — services, areas served, hours, and entity IDs ready for AI/Knowledge Graph matching.

Websites

## Crawl it, audit it, or just take a screenshot.

A full technical SEO audit across the whole site, plus per-page extras — screenshots, schema markup, image downloads, and clean HTML, JSON, or Markdown.

Full-site audit

audit_site example.com · 1,284 pages

1,284 Pages crawled

37 types Issues found

18,402 Internal links

512 Images

|  | Issue | Pages |  |
|---|---|---|---|
| 🔴 | Broken internal links (404) links.brokenInternal | 23 |  |
| 🔴 | Pages returning 5xx errors response.error5xx | 4 |  |
| 🟠 | Missing page title title.missing | 11 |  |
| 🟠 | Missing H1 h1.missing | 19 |  |
| 🟠 | Set to noindex indexability.noindex | 8 |  |
| 🟠 | Missing canonical tag canonical.missing | 27 |  |
| 🟡 | Duplicate title title.duplicate | 34 |  |
| 🟡 | Duplicate meta description meta.duplicate | 41 |  |
| 🟡 | Thin content (under 200 words) content.thin | 52 |  |
| 🟡 | Images missing alt text images.missingAlt | 88 |  |
| 🟡 | Missing schema markup schema.missing | 63 |  |
| 🟡 | Title longer than 60 chars title.tooLong | 29 |  |

Per-page extras

mcpscraper.dev/extract-url

example.com — full page, 1440×900

Mobile viewport also available.

Full-page screenshots, desktop or mobile viewport.

Video Analysis

## Frame-by-frame video analysis, at scale.

Sample frames across a video, analyze each with vision AI, and transcribe the audio — pacing, hook, visual style, and a step-by-step recipe to replicate it.

0:00

0:10

0:20

0:30

0:40

0:50

1:00

1:10

1:20

1:30

480

max frames

$1

per 120 frames

30 min

longest video supported

Hook

What grabs attention in the first 3 seconds, and why it works.

Pacing & energy

Cut frequency, scene length, and energy curve across the video.

Visual style

Color grading, framing, on-screen text patterns — the recognizable look.

Replicate it

A step-by-step recipe for shooting something in the same style.

Needs a direct video file URL (.mp4/.webm/.mov) — resolve a YouTube, Facebook, or Instagram link to its direct media URL first.

What people build

## A backbone for whatever you're building.

From a single Claude skill to a full SaaS product, teams use MCP Scraper as the data layer underneath. If it needs data from the web, it starts here.

reddit.com/r/SEO

r/ r/SEO Agent reading

##### Which scraper actually gets past Cloudflare?

author: u/seo_mike sentiment: positive ↑ 142 upvotes

Give agents a real browser to log in, click, and read pages nothing else can reach — watch it work live, or take over when it needs a human.

Nothing stops it

## No CAPTCHA. No Cloudflare. No dead ends.

Most scrapers give up at the first block. MCP Scraper escalates: when a normal request is blocked, it falls back to a full agent-driven browser that navigates, solves the challenge, signs in, and clicks through — so the data comes back anyway.

Direct scrape → hits a wall → a real browser clears it → structured data, every time. Watch live or take over yourself.

Live Browser

## Not just automated — drivable.

Watch every session live, or take the mouse yourself when it needs a human. Record MP4 replays, stack logins on a saved profile, and load your own Chrome extensions into any session.

mcpscraper.dev/agent/sessions

checkout-flow · watching live

Every session gets a watch link. Take the mouse yourself whenever the agent needs a human, then hand it back.

Pricing

## Simple subscriptions. Credits included.

Every plan includes monthly credits, Parallel Browsers + Speed Boost, and access to all 151 scraper, connection, and automation tools. Active integrations are $3/month each, and their measured usage spends the same Credits. Credits last 3 months. Start for $1.

Starter $12$1first month

- **80,000** credits / month
- **3** Parallel Browsers + Speed Boost
- All 148 tools + live browser

Then $12 / month · cancel anytime

Start for $1

Most popular

Growth $40/ month

- **266,667** credits / month
- **10** Parallel Browsers + Speed Boost
- All 148 tools + live browser

Get Growth

Scale $100/ month

- **800,000** credits / month
- **20** Parallel Browsers + Speed Boost
- All 148 tools + live browser

Get Scale

Active integrations are $3/mo each. Add extra Parallel Browsers at $5/mo each. Need volume, SLAs, or invoicing? Contact us for Enterprise.

Works wherever you do

## Plug into the tools you already use.

No new workflow to learn. MCP Scraper shows up as a normal tool call, wherever your AI already runs.

Claude Desktop & Code

One connector, every tool, zero config.

Codex & other MCP clients

Standard MCP — works with any compatible agent.

Dashboard

Run anything by hand, no code required.

API & exports

JSON, Markdown, CSV — plug straight into your own stack.

One command connects it all

install.sh

```
npx -y -p mcp-scraper@latest mcp-scraper
```

## Start for $1.

Every tool, every surface, one install.

Start for $1 →