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Skrapr

An intelligent web scraping tool using AI and browser automation to extract structured data from websites.

unbrowser by Unchained

Lightweight MCP browser for LLM agents: no Chrome, low-token BlockMaps, stateful sessions, JavaScript execution, forms, cookies, and escalation hints.

Chromium Bridge

MCP bridge between Chromium browsers and Claude Code — browser automation tools + Claude chat panel for browsers where the official Claude in Chrome extension…

Reflex

A faster, parallel browser for AI agents: it drives your own Chrome from Claude Desktop or any MCP client, on fewer round trips and tokens than Playwright MCP.

Render-fetch

Drop-in upgrade to Claude's WebFetch that auto-detects JS-rendered pages and fetches them with Playwright headless browser

brosh

A browser screenshot tool to capture scrolling screenshots of webpages using Playwright, with support for intelligent section identification and multiple…

Import.io

The Import.io Web Scraper MCP server brings hosted scraping, browser automation, proxy routing, captcha handling, and structured data extraction into your AI…

LinkedIn MCP Server

Open-source MCP server for LinkedIn. Give Claude and any MCP-compatible AI agent access to profiles, companies, jobs, and messages.

Google Search Tool

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…

小红书自动搜索评论工具(MCP Server 2.0)

这是一款基于 Playwright 开发的小红书自动搜索和评论工具,作为 MCP Server,可通过特定配置接入 MCP Client(如Claude for Desktop),帮助用户自动完成登录小红书、搜索关键词、获取笔记内容及发布AI生成评论等操作。

Fastcrw

Fast, lightweight Firecrawl/Tavily alternative in Rust. Web scraper, crawler & search API with MCP server for AI agents. Drop-in Firecrawl-compatible API…

小红书自动评论工具(MCP Server)

这是一款基于 Playwright 开发的小红书自动搜索和评论工具,作为 MCP Server,可通过特定配置接入 MCP Client,帮助用户自动完成登录小红书、搜索关键词、获取笔记内容及发布智能评论等操作。