MCP Scraper
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Use cases

Choose the workflow that fits the evidence you need. Start with search results for an SEO report, business details and reviews for local research, or page content for an AI workflow.

Web research in your AI client

Web Scraping MCP Server

Connect a compatible AI client, find the right web collection tool, and check what it returns before you use the evidence.

Explore the MCP server
Search data for applications

Google SERP API

Check what Google Search returns for a query before using the results in an SEO report or an application.

Explore the Google SERP API
Customer & competitor research

Google Maps Scraper

Get business details and reviews for buyer insights, better content, local SEO, and client kickoffs.

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Competitor ad research

Facebook Ad Library Scraper

Look up a known Meta creative and check the returned ID and available fields before citing it.

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Source video research

YouTube Transcript API

Get timestamped text from a public video and check a passage against the source before citing it.

Explore the YouTube Transcript API
Web evidence for an agent you build

Web Scraping for AI Agents

Follow a workflow from search to page extraction. Check what your agent received and decide when it needs a browser to inspect the source.

Explore the AI agent workflow