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MCP servers tagged web-scraping
501 live MCP servers tagged "web-scraping", ranked by trust score. Tags come from package metadata and repository topics, so this list covers servers across every category that work with web-scraping.
Agent Plugins
Web scraping plugins for AI coding agents (Claude Code, Cursor, Codex, Gemini CLI, OpenCode, Copilot CLI, Factory Droid, Devin) and Dify: the Spicrawl MCP server, packaged. URLs t…
Webctl
给 AI agent 用的网页控制层：纯 Rust 单静态二进制，零外部进程、零浏览器，内置取回/解析/会话/文档能力，提供 CLI 与 MCP server。
Unibrowse
🤨 Advanced browser automation plugin for Claude Code with 5 specialized sub-agents, 57+ macros, and intelligent delegation for web scraping, form filling, e-commerce automation, a…
Firecrawl Power App
Powerful web UI for Firecrawl API + MCP Server docs. Scrape, Crawl, Map, Search, Extract & AI Agent. Built with React 18 + Vite + Claude Code.
Urltomarkdown MCP
MCP server for converting URLs and HTML to clean Markdown
Md Succ AI
URL to Markdown API — md.succ.ai
LlmsTxtKit
A C#/.NET MCP (Model Context Protocol) server and library that implements llms.txt-aware content retrieval, validation, and caching for AI agent systems.
MikkoParkkola/nab
fingerprinting, browser cookie auth, and 1Password integration. Fetches any URL as clean Markdown for AI context.
Pinchtab MCP Wrapper
Token-efficient browser automation MCP server for AI agents. Web scraping, monitoring & testing with 12x cost savings vs traditional browsers.
LeonTing1010/tap
in Chrome, and detects drift via semantic fingerprint diff when sites change. 65+ open community taps on 40+ sites.
nangman-infra/touch-browser
page session synthesis via MCP.
Deepspider
智能爬虫工程平台 - 基于 DeepAgents + Patchright 的 AI 爬虫 Agent | Intelligent Web Scraping Platform - AI-powered Crawler Agent built on DeepAgents + Patchright
Novada Proxy
Residential proxy MCP server for AI agents — bypass Cloudflare/Akamai, geo-target 195+ countries, sticky sessions, Google search. Works with Claude, Cursor, Windsurf. Multi-provid…
hshintelligence/agent-scrape
just USDC. HTTP + MCP transports.
Agentic Toolbox MCP
FastMCP gateway for homelab agentic tools: search, fetch (Crawl4AI + Camoufox stealth), doc/PDF/video ingestion, GPU Whisper STT. One endpoint, every agent benefits.
Purify
Single-binary web scraper for AI agents. Headless Chrome + Readability → clean Markdown. Up to 99% token savings. Zero dependencies. Built-in MCP server.
Fetchium
Rust-native universal retrieval layer for humans and AI agents — search, extract, rank, and synthesize the web. CLI + REST API + MCP server, with adaptive extraction (CEP), token-…
Atria Browser Bridge
Give any AI agent eyes and hands in your real, logged-in Chrome — via MCP. Zero dependencies.
Obscura Plugin
MCP server for Obscura headless browser — CLI wrapper for AI agent integration with web scraping, JavaScript rendering, and browser automation
Shantycrawl MCP
A lean MCP server for Firecrawl with lazy-loading tool architecture to drastically reduce context token consumption.
Wikipedia Agent
Query Wikipedia ZIM archives offline with a hybrid RAG system using Llama.cpp. Build local indexes for private, internet-free knowledge retrieval.
Quimera AI
A Chrome browser shared in real time between you and Claude Code (CDP + Playwright MCP): you clear the captchas/logins, Claude operates and learns each site's navigation. Frugal,…
Cockroach Crawler
Give AI agents bounded eyes on the public web: crawl, search, and normalize evidence without an unrestricted browser.
Dompruner MCP
MCP server — 97–99% HTML token reduction via DOM AST extraction. No API key, no Vector DB.
Rednote Analyzer MCP
MCP server for RedNote (Xiaohongshu) — analyze content, comments, and trends with structured tools for LLM workflows.
SeekMoney AI
🔍 Discover user pain points on social media with AI-driven clustering and analysis for targeted business opportunities and product ideas.
WebScraperToolkit
AI-first web scraping engine with stealth bypass, MCP server, and multimodal output (Markdown, JSON, PDF) for agents and automation.
Tiktok Shop Scraper
TikTok Shop Affiliate Scraper. Find creators promoting any product with verified data (product name, price, sales, creator followers). Apify actor.
BlackHole
MCP servers for AI agents — Google Maps lead gen, SERP scraper, LinkedIn scraper, CAPTCHA solver, UAE real estate. Free, open-source, no API keys needed.
Browserbro
Turn any website into an API with BrowserBro.
Scrapo
AI-native, agent-first web scraping for Python. Cost-aware tiered fetching (HTTP, browser, stealth, agent), model-agnostic LLM extraction with self-healing selector caches, API-fi…
Source Radar
给 AI 用的可审计信息采集引擎。SearXNG 元搜索聚合、MCP Server、证据卡、自适应质量评估。支持中文互联网搜索、抓取、社区采集。
Ksei
Unofficial MCP server for AKSes KSEI (akses.ksei.co.id) portfolio data
Web Agent Comparison
Reproducible 8-dimension benchmark of 7 browser-automation MCP servers (Playwright, Lightpanda, browser-use, Chrome DevTools, Firecrawl, Cloakbrowser, Obscura) against frozen loop…
Deep Search MCP
Advanced MCP server for deep web research: combines Brave Search with page fetching and readability extraction into a single tool.
Webharvest
Self-hosted web scraper — convert any URL to agent-friendly markdown/JSON. Anti-bot bypass + autonomous browser agents. Free alternative to Firecrawl.
Google Maps Scraper MCP
Google Maps Scraper MCP — search businesses, extract reviews, emails, contacts and lead data from Google Maps inside any MCP agent. B2B lead gen, local SEO, competitor research.
Webmirage
网蜃楼 — MCP 服务器，用浏览器 Cookie + TLS 指纹模拟，让 AI 直接调平台内部 API。支持 Twitter、Reddit、雪球、闲鱼，24 个工具，零 API 费用。
PageKit
Free Web Search, Web Fetch & Browser Automation for AI Agents — powered by spare Android devices. No API key, no usage fees.
Lookacrawler
Free, open-source, token-efficient local alternative to Firecrawl with native MCP Server for LLMs (>73% token reduction).
Trafilatura MCP
Trafilatura MCP Server
My Obscura MCP
Obscura 헤드리스 브라우저 엔진을 활용한 개인 MCP 서버 — Claude Desktop 연동용
Fetchr
An open-source HTTP client with browser TLS fingerprinting (JA3/JA4, HTTP/2, QUIC) — a CLI, an MCP server that gives Claude Desktop & Claude Code real HTTP access, and an importab…
NeuralScraper
Web scraping, analysis & content extraction for AI agents.
Telegram Channel Scraper
Telegram Channel Scraper - No API Key or Phone Needed. Scrape public Telegram channels for messages, media, and engagement data.
Google Images API
Python + MCP quick-start for the Google Images API on Apify: bulk image search returning clean JSON.
NutriSastho AI
NutriShastho AI is a Bangladesh-focused health and nutrition assistant built by 99BugsInCode. It connects household food budget, Bangladeshi meal planning, basic health monitoring…
Playwright Web Fetcher
Deploy a real browser to the cloud. AI-agent ready web fetching API — bypass Cloudflare, get clean content, persist sessions. curl-friendly, self-hosted, Docker-ready.
Unified Fetch
Multi-engine web search & scraping MCP server — 4 search engines, 6 scrape engines, tiered fallback, zero API keys
Stalin
☭ Turn any website into a self-healing, typed JSON API — even parameterized lookups (GET /v1/x?q=…). Local-first, MCP-native. Your scraper never breaks.