Web Scraping MCP Servers — Page 12

Structured rows from public sources: SEC filings, clinical trials, papers, npm packages, job listings.

Search five recipe sites at once, in French and English, and scale quantities. No API key.

An automated tool to search notes, analyze content, and post AI-generated comments on Xiaohongshu (Redbook) using Playwright.

Twitter/X, YouTube, Reddit, Google and more - 100+ endpoints in total. No account, no OAuth, no subscription. Pay per call in USDC, or top up once and spend one balance across all of them.

A server to browse, search, and read content on Reddit using the Reddit API.

Property search, price history, comparable sales, and neighborhood analysis

An MCP server that integrates your private Redlib instance, allowing AI assistants access to utilize Redlib.

Access and interact with content from Xiaohongshu (RedNote).

One MCP server for 160+ live web-data APIs (search, social, e-commerce, real estate, jobs, finance) — clean JSON, free tier.

A faster, parallel browser for AI agents: it drives your own Chrome from Claude Desktop or any MCP client, on fewer round trips and tokens than Playwright MCP.

Drop-in upgrade to Claude's WebFetch that auto-detects JS-rendered pages and fetches them with Playwright headless browser

Capture website screenshots as PNG/JPEG via AI agents. Full-page capture, dark mode, ad blocking, custom viewports. Edge-deployed on Cloudflare Workers, free tier included.

LLM-driven HTTP/HTTPS capture proxy with MCP tools to inspect traffic, script behavior, and modify requests and responses.

MCP-server that provides LLMs with easy access to open data from the Swedish Government Offices and Parliament.

YouTube transcript extraction for AI agents. Clean text, timestamps, or structured JSON from any video. No API keys required.

Fetches RSS feeds and returns entries as formatted text, with support for OPML configuration.

Access academic grades from the Sakarya University SABIS system via automated web scraping.

Native Safari browser automation for AI agents — 80 tools via AppleScript, zero Chrome overhead, keeps logins. macOS only.

SSRF-safe MCP server for fetching URLs — resolves once, validates the IP, and pins the connection so it can't be tricked into hitting cloud metadata or internal hosts.

Access Twitter/X data including user profiles, tweets, followers, trends, lists, and communities via the ScrapeBadger API.

MCP Server for Scrape.do - Web Scraping & Google Search with anti-bot bypass

AI-powered web scraping using the ScrapeGraph AI API. Requires an API key.

Integrate real-time Scrapeless Google SERP(Google Search, Google Flight, Google Map, Google Jobs....) results into your LLM applications. This server enables dynamic context retrieval for AI workflows, chatbots, and research tools.

Exposes every scraper-api.com endpoint as its own tool, returning public profiles, posts, comments, ads, business directory and real estate data as consistent JSON.

B2B lead generation MCP server - Apollo, Google Maps, email finder, skip trace, and 15+ more tools.

A powerful web scraping tool for AI assistants, powered by the Scraper.is API.

Extract structured data from websites using the Scrapezy API.

Turn websites into datasets with Scrapezy

Scrapfly MCP Server gives AI agents a simple, unified way to scrape live web data with built-in anti-bot handling.

A server for scraping web pages using the ScrAPI API.