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MCP servers tagged web-scraper

27 live MCP servers tagged "web-scraper", ranked by trust score. Tags come from package metadata and repository topics, so this list covers servers across every category that work with web-scraper.

27
live servers
40
avg trust
1.1K
most stars
1

Webclaw

kuroko1t

Fast, local-first web content extraction for LLMs. Scrape, crawl, extract structured data — all from Rust. CLI, REST API, and MCP server.

★ 9updated 7 months agoMIT
65
2

Crw

fastcrw

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…

★ 1.1Kupdated 17 days ago
64
3

Maxun

🔥 The open-source no-code platform for web scraping, crawling, search and AI data extraction • Turn websites into structured APIs in minutes 🔥

64
4

Fetchv2 MCP Server

praveenc

A robust MCP server for fetching and extracting web content using Trafilatura. Optimized for AI agents with clean markdown output.

★ 1updated a month agoMIT
61
5

0xMassi/webclaw

configures Claude, Cursor, Windsurf, Codex, OpenCode.

52
6

Netreach

noahneancy-byte

No-login web access layer for AI agents — 7 zero-config platforms

★ 36
39
7

Donsetch

Web fetch, search, and crawl for AI agents. Built from scratch in Rust. No keys, no accounts. AGPL v3.

39
8

Xiaohongshu Content Collector

Chrome 扩展:小红书/RedNote 笔记被动采集 + 多模态 AI 分析(爆款拆解·仿写·标签建议·视觉诊断) + 多格式/训练集导出,本地存储,内置防风控。支持 OpenRouter/Qwen 等模型列表一键刷新。

39
9

Crawl

AI-powered web crawler — self-hosted Firecrawl alternative. Crawl, extract, render JS, search. CLI + MCP + REST API + Dashboard.

37
10

Aicreate360 Reader

MCP server that fetches any public URL as clean markdown via create360.ai.

37
11

Atlas Web Compiler & Scraper

Atlas-Compiler

Official Model Context Protocol (MCP) server for Atlas - Deterministic Zero-LLM Web Compiler and Scraper for AI Agents

37
12

Scrapling Rs

chrisabruce

Adaptive web scraping, built in Rust. A high-performance port of Python Scrapling.

★ 2
34
13

Freegem

plokmklo

Local bridge exposing the Gemini web session as an OpenAI-compatible API, a Google-native API, and MCP tools, with a guarded web scraper and cited research.

★ 2
34
14

NetBridge CLI

gitstq

NetBridge-CLI - AI Agent Multi-Platform Internet Capability Engine | AI Agent 多平台互联网能力装配引擎. One command to give your AI Agent internet access: Web, GitHub, YouTube, Twitter/X, Red…

★ 1updated 4 months ago
34
15

Anti Bot

Elite588

Its fetchers bypass anti-bot systems like Cloudflare Turnstile out of the box. And its spider framework lets you scale up to concurrent, multi-session crawls. 🕷️ An adaptive Web…

★ 1
34
16

Web Scraper Toolkit

Universal Web Scraper API - extract metadata, links, headlines, images, tables. REST + MCP.

34
17

Fastmcp Web Explorer

MCP

34
18

Agent Web Fetch

MCP server that fetches a URL and returns its content as markdown. Free, uncapped, no API key — for Claude Code, ZCode, and any MCP client.

34
19

Webharvest

Self-hosted web scraper — convert any URL to agent-friendly markdown/JSON. Anti-bot bypass + autonomous browser agents. Free alternative to Firecrawl.

34
20

PicassoWeb

PicassoWeb MCP Server: An AI-agent tool for automated UI replication, CSS token extraction, and design system scraping via headless Chromium. Features pixel-differential testing,…

34
21

Scrape Website MCP

MCP Server for Incredibly High Performant web scraper (seconds for what takes others lots of minutes) - battle tested on millions of websites.

34
22

Neon Stealth Scraper

Ansarii

Drop-in Firecrawl-compatible web data extraction MCP server for Claude Code and Cursor

34
23

ami-guru/x402-scraper-engine

ami-guru

call in USDC.

updated a month ago
34
24

Jobs Hk

JJ-Jacko

Hong Kong Labour Department Job Listing Scraper & AI Agent

34
25

Scrapling 921

wonald22

Extract data from websites using a fast, intelligent web scraping library designed for modern HTML structures and dynamic content.

34
26

Company Public Info Scraper

mrlarrylv

Company website & social media finder — Apify Actor for lead enrichment and AI agents

34
27

ScrapeForge

ajazhussainsiddiqui

A self-learning web scraper that uses LLMs to generate CSS extraction schemas once per page template, then caches and auto-generalizes URL patterns. Zero manual selectors. Zero ma…

34
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