Web Scraping MCP Servers — Page 12

Search, extract, crawl, map, and research the web — from any AI agent or terminal.

Web scraping for AI agents: public pages as Markdown, tables and JSON, each with an Evidence Record (final URL, HTTP status, robots.txt decision, hashes). Blocked or empty pages come back with the reason. Hosted (no account, 20 pages/day) or local via npx.

A server for web scraping, Google searches, and website URL lookups using the Olostep API.

Web Browser for your AI Agent.

A web crawler and content extractor that supports multiple output formats like text, markdown, and JSON.

A web crawler and text extractor with robots.txt compliance, rate limiting, and page size protection.

Opengraph data, web scraping, screenshot features in a handy MCP tool

Read public Instagram, TikTok, X, and Reddit profiles, posts, comments, and metrics through MCP. Connect with OAuth or an API key.

Collection of B2B sales intelligence MCP servers. Includes website analysis, tech stack detection, hiring signals, review aggregation, ad tracking, social profiles, financial reporting and more for AI-powered prospecting

Official OpenWeb Ninja MCP server connecting any AI agent to 40+ web data APIs for web search, e-commerce, local business, jobs, real estate, and finance data.

Extract data from Google Maps, including places and reviews, using the Outscraper API.

Access Outscraper's data extraction services for business intelligence, location data, reviews, and contact information from various online platforms.

Access Google Maps data, reviews, AI-structured insights, and business leads through the Outscraper MCP server, designed for seamless integration with AI agents and automation workflows.

Scrape websites with Oxylabs Web API, supporting dynamic rendering and parsing for structured data extraction.

AI tools for web scraping, crawling, browser control, and web search via the Oxylabs AI Studio API.

AI-powered tools for web scraping, crawling, and browser automation.

Finds a named page on a company website, such as pricing, careers, or about, and returns its URL and extracted text.

Any URL → Markdown, screenshot or PDF—one API for AI agents and developers. Built and operated autonomously by an AI agent.

Read any public web page as clean Markdown, get page metadata (OpenGraph, Twitter, JSON-LD), or read a page plus up to 4 same-site pages. Pay per call in USDC via x402 or MPP, no account or API key. Remote MCP: https://pagewire.dev/mcp

Read-only Amazon research MCP with 19 live tools for AI agents.

Real-time Amazon data MCP for products, reviews, search and best sellers across 20+ marketplaces.

Read-only Amazon review research MCP for ratings, complaint signals, review media, and ASIN comparison using Pangolinfo data.

MCP server for parallel browser automation across multiple providers (Playwright, Browserbase, Anchor, Cloudflare).

Perform Deep Research and Batch Tasks

A server that wraps the Patchright SDK to provide stealth browser automation for AI models.

Read Spanish family recipes from Pequerecetas and rescale them honestly. No API key.

Personae lets AI agents use MCP to safely control a specific already-open, account-isolated browser identity—without mixing sessions or launching a separate browser.

Market Data

Convert any URL to clean, LLM-ready Markdown

Agent-native headless browser that converts web pages to structured Semantic Object Model (SOM) JSON -- 4x fewer tokens than raw HTML with lower latency on Claude and GPT-4o.