Web Scraping & Data MCP Servers
Compare the best open-source MCP servers for web scraping & data. Crawl, scrape and extract structured data. Ranked by GitHub stars, with install commands, what each one can touch and scan reports where available.
Agentql MCP
Model Context Protocol server that integrates AgentQL's data extraction capabilities.
Pagesift
Rust web scraper & crawler for AI agents: URLs, PDFs and Office files → clean Markdown/JSON. Firecrawl- and Jina Reader-compatible API, MCP server, Python/Node SDKs. Self-hosted single binary.
Search1api MCP
Official Search1API MCP server for web search, news, crawling, sitemaps, and trends—hosted with OAuth 2.1 or local via npm.
Scrapeless MCP Server
Scrapeless Mcp Server
MCP Read Website Fast
Quickly reads webpages and converts to markdown for fast, token efficient web scraping
Crawl4ai MCP Server
用于提供给本地开发者的 LLM的高效互联网搜索&内容获取的MCP Server， 节省你的token
Web Scout MCP
An MCP server providing web search and content extraction capabilities. Integrates DuckDuckGo search functionality and URL content extraction into your MCP environment, enabling AI assistants to search the web and extract webpage content.
One Search MCP
🚀 OneSearch MCP Server: Web Search & Scraper & Extract, Support agent-browser, SearXNG, Tavily, DuckDuckGo, Bing, etc.
ReActMCP
ReActMCP is a reactive MCP client that empowers AI assistants to instantly respond with real-time, Markdown-formatted web search insights powered by the Exa API.
Crawl4ai MCP Server
🕷️ A lightweight Model Context Protocol (MCP) server that exposes Crawl4AI web scraping and crawling capabilities as tools for AI agents. Similar to Firecrawl's API but self-hosted and free. Perfect for integrating web scraping into your AI workflows with OpenAI Agents SDK, Cursor, Claude Code, and other MCP-compatible tools.
Agent Skills
You.com skills and plugins for web search, content extraction, research, finance, and integration discovery, helping AI agents build with up-to-date web context.
MCP Server Webcrawl
MCP server tailored to connecting web crawler data and archives
Fireround
Who raised today, in one place. Open-source funding feed built on Firecrawl: verified rounds with a dashboard, Slack, feeds, an API, and an MCP server.
List refreshed November 15, 2026. Data comes from public GitHub repositories.