60 #web-scraping MCP Servers & Clients

Puppeteer

modelcontextprotocol

Model Context Protocol Servers

Firecrawl Mcp Server

mendableai

🔥 Official Firecrawl MCP Server - Adds powerful web scraping and search to Cursor, Claude and any other LLM clients.

Bright Data MCP

brightdata-com

A powerful Model Context Protocol (MCP) server that provides an all-in-one solution for public web access.

Bright Data MCP

luminati-io

A powerful Model Context Protocol (MCP) server that provides an all-in-one solution for public web access.

Bright Data MCP

brightdata

A powerful Model Context Protocol (MCP) server that provides an all-in-one solution for public web access.

Fetch MCP

jae-jae

MCP server for fetch web page content using Playwright headless browser.

Hyperbrowser MCP Server

hyperbrowserai

A MCP server implementation for hyperbrowser

Google Search Tool

web-agent-master

A Playwright-based Node.js tool that bypasses search engine anti-scraping mechanisms to execute Google searches. Local alternative to SERP APIs with MCP server integration.

Fastcrw

us

Fast, lightweight Firecrawl/Tavily alternative in Rust. Web scraper, crawler & search API with MCP server for AI agents. Drop-in Firecrawl-compatible API (/scrape, /crawl, /search). 2.3x faster than Tavily, 1.5x faster than Firecrawl in 1K-URL benchmarks. 6 MB RAM, single binary.

AgentQL MCP Server

tinyfish-io

Model Context Protocol server that integrates AgentQL's data extraction capabilities.

Crawlbase Web MCP Server

crawlbase

Crawlbase MCP Server connects AI agents and LLMs with real-time web data. It powers Claude, Cursor, and Windsurf integrations with battle-tested web scraping, JavaScript rendering, and anti-bot protection enabling structured, live data inside your AI workflows.

mcp-server-webcrawl

pragmar

MCP server tailored to connecting web crawler data and archives

olostep-mcp

olostep

MCP server for Olostep — the web scraping, crawling, and search infrastructure used by top AI companies. Gives any MCP-compatible AI agent the ability to scrape, crawl, batch-extract, and search the web in real time.

ScrAPI MCP Server

DevEnterpriseSoftware

MCP server for using ScrAPI to scrape web pages.

GeekNews MCP Server

the0807

📰 GeekNews MCP Server

Cloudflare Browser Rendering Experiments & MCP Server

amotivv

This project demonstrates how to use Cloudflare Browser Rendering to extract web content for LLM context. It includes experiments with the REST API and Workers Binding API, as well as an MCP server implementation that can be used to provide web context to LLMs.

Scrapi

bamchi

🔗 MCP server that converts URLs to clean Markdown/Text for LLM agents

Web Scraping with Anthropic’s MCP

luminati-io

Example MCP server and instructions for connecting Anthropic LLMs to external web scraping tools, with real-world examples and Bright Data integration.

Octoparse MCP Server

octoparse

Official Octoparse MCP server for AI-powered web scraping workflows.

Selenium Mcp

amandeep-sg

MCP tools build using selenium to automate web testing or scraping

CrawlForge MCP Server

mysleekdesigns

28-tool MCP server for web scraping, crawling, deep research & autonomous extraction — clean Markdown & structured JSON for Claude, Cursor & any MCP client. 1,000 free one-time credits, local-Ollama LLM support.

Crawlora MCP

Crawlora-org

Hosted MCP server for structured public web data — 319 tools across search, maps, commerce, social & finance, returning clean JSON.

WebSearch - Advanced Web Search and Content Extraction Tool

m4s1t4

Web Search tools are a series of tools that allow Claude to acces de internet via MCP Server

Maibaamcrawler

MABAAM

MCP_crawlertool

Firecrawl Simple MCP Server

Sacode

MCP server for Firecrawl Simple — a web scraping and site mapping tool enabling LLMs to access and process web content

QuanticData — Web Scraping MCP Server

QuanticData

Web scraping MCP server for AI agents: scrape any page to clean Markdown, SERP search (Google, Bing, DuckDuckGo), site crawl and map, 74 ready-made collectors and residential proxies. 25 tools, pay per success.

AnyAPI

getanyapi-com

AnyAPI gives AI agents one API key and one USD wallet to call hundreds of scraping and data APIs — Instagram, TikTok, YouTube, Reddit, Facebook, Google search results, general web scraping, and more — through a single normalized interface. Every API exposes a normalized input/out

The SERPHouse MCP server provides AI systems seamless, scalable access to real-time SERP data via the Model Context Protocol

Advanced MCP server for comprehensive web research, content discovery, and trends analysis. Features multi-engine search, intelligent content extraction, website traversal, and real-time data streaming.

Datpaq (com.datpaq/datpaq)

datpaq

DATPAQ exposes 34 production data & utility APIs through one hosted MCP endpoint. Give any MCP client access to IP geolocation & intelligence, DNS / WHOIS / MX / domain lookups, email & phone validation, currency exchange rates, precious metals, aircraft & VIN lookups, web scrapi

Scrape websites and let them talk to your LLM

Website Downloader MCP Server

pskill9

MCP server to download entire websites

FetchGate

MoAz06

The agent only answers from a page it actually read.

Screenshot Scout

screenshotscout

Capture screenshots of webpages as images or PDFs with Screenshot Scout.

FireCrawl MCP Server

MCP-Mirror

Mirror of

Turn any URL plus a schema into validated, typed JSON via the Extracto API.

Thordata MCP Server

Thordata

Thordata MCP Server gives AI agents real-time access to Google, Bing, DuckDuckGo, and Yandex search through one MCP connection. It supports structured results, geo-targeting, language and device parameters, SEO monitorin

🌟 Claude MCP: Enhance Your Experience with Claude.ai 🌟

emmapoderoso

Browser extension to enable MCP in claude.ai

MCP Browser Automation Server

weir1

MCP server for browser automation with screenshot and console logging capabilities

Ad-free web scraping and search exposed as 3 MCP tools

Firecrawl

Firecrawl

Firecrawl's hosted MCP endpoint: search, scrape and parse the web with no API key, or add a key for the full tool set.

Scrapfly MCP Server

scrapfly

Get real-time web data, automatically handle anti-bot systems, extract structured data, and capture screenshots with your favorite tools, such as Cursor or LangChain.

Webpeel

webpeel

Web data API that just works. Pass any URL, get clean markdown — Cloudflare, JavaScript, CAPTCHAs handled automatically. No config needed. 97.6% success rate across 500+ domains. Free tier included.

mcp-scraper-engine

un4ckn0wl3z

Basic MCP Server for Web Scraping

BrowserAct MCP Server is a standardized service that lets MCP Clients interact with the BrowserAct platform through the Model Context Protocol (MCP). With it, MCP Clients can:

Arch MCP provides three main capabilities:

Suprsonic Mcp

O-mega-Enterprise

Suprsonic is a unified agent API that bundles dozens of capabilities behind one API key.

roo-mcp-server

mows21

Roo MCP Server - Real-world automation for web scraping and browser control

The Google for AI agents — ask Claude to research any company, analyze competitors, track market trends, monitor breaking news, and investigate key people. 6 intelligence tools returning structured JSON with per-source confidence breakdowns and A–F data quality grades. Aggregates

Stealth Browser Mcp

vibheksoni

🚀 The ONLY browser automation that bypasses Cloudflare, antibots, and social media blocks. Supercharge any MCP-compatible AI agent with undetectable, real-browser automation. No CAPTCHAs. No blocks. Just results.⚡ 30-second setup • 🛡️ Undetectable by design • 🏆 98.7% success r

Web Scraping with Anthropic’s MCP

luminati-io

Example MCP server and instructions for connecting Anthropic LLMs to external web scraping tools, with real-world examples and Bright Data integration.

Decodo MCP Server

Decodo

Decodo MCP Server – connect AI tools like Claude, Cursor, and other LLM clients to Decodo's Web Scraping API to extract data from any site, with built-in proxy rotation, JavaScript rendering, and anti-bot handling.