Best Scrape AI Skills & MCP Servers

Serper MCP Server supporting search and webpage scraping

Set up webclaw MCP server for AI agents (Claude, Cursor, Windsurf, OpenCode, Codex, Antigravity)

Markdown Content Preprocessor - Fetch web pages, extract content, convert to clean Markdown

The web data platform for AI agents — fetch, search, crawl, extract, monitor, screenshot. 55+ domain extractors, 65-98% token savings, MCP server included. One API call.

MCP wrapper around perplexity-webui-scraper for Perplexity WebUI access

CLI + MCP server for Fluxra — scrape comments, generate viral hooks, run AI research from the terminal or any MCP host (Claude Desktop / Code, Cursor, OpenClaw).

One MCP server for all web data. Search, scrape, crawl, proxy, and AI research in one install.

22 x402 pay-per-call utility tools for AI agents — scrape, validate, embed, store, moderate, notify, convert, prevent loops. No accounts, no API keys. USDC on Base via the x402 protocol.

Yahoo Finance MCP server — stock quotes, historical data, financials, earnings, options & news. For Claude, Cursor & AI agents.

全网智能图片抓取 MCP 服务器 - 支持 Bing/Google 搜索、三种模式(link/download/both)、自定义保存路径、防盗链处理、质量控制、尺寸统一

MCP server for web scraping, structured data extraction, and screenshots — give Claude, Cursor, Windsurf, and AI agents the ability to scrape any website with automatic anti-bot bypass

MCP server that gives merchandising agents eyes on any storefront — scrape, audit, compare, roundtable analysis, and eval tracking via 11 tools.

MCP Server for Vinted marketplace — search items, compare prices, analyze sellers across 19 countries. Works with Claude Desktop, Cursor, and any MCP client.

Orchestray plugin: scrape API documentation into a portable mapping file, then generate language-specific client modules.

Walmart MCP server — product search, details & customer reviews. For Claude, Cursor & AI agents.

MCP server for web scraping — extract clean markdown, links, and metadata from any URL. Zero auth. Free alternative to Firecrawl.

CrawlForge MCP Server - Professional Model Context Protocol server with 23 web scraping, crawling, and content processing tools. Defaults to local Ollama for LLM extraction (no API key needed); OpenAI/Anthropic available as opt-in. v4.0 adds Markdown-firs

HTTP-first MCP research server: start-research plus raw/smart search and scrape tools — built on mcp-use.

Playwright-based same-origin documentation crawler for docs-to-mcp

XActions - The Complete X/Twitter Automation Toolkit. Scrapers, MCP server for AI agents, CLI, and browser scripts. No API required. Open source by @nichxbt. Don't Panic.

Serper MCP Server supporting search and webpage scraping

Scrapeless Mcp Server

MCP server for Firecrawl — search, scrape, and interact with the web. Supports both cloud and self-hosted instances. Features include web search, scraping, page interaction, batch processing, and LLM-powered content analysis.

MCP server and CLI for fetching web content as HTML, Markdown, plain text, JSON, or YouTube transcripts