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Enables comprehensive analysis of Apache Spark event logs from S3, HTTP, or local sources, providing performance metrics, resource monitoring, shuffle analysis, and automated optimization recommendations with interactive HTML reports.

Enables web searching and webpage scraping using pure crawler technology without requiring official APIs. Supports Bing web and news search, batch webpage scraping, and content extraction through Puppeteer automation.

Enables processing and translating SRT subtitle files with intelligent conversation detection and context preservation. Supports parsing, validation, chunking of large files, and translation while maintaining precise timing and HTML formatting.

Google Hotels MCP server via direct RPC — no scraping, no browser automation. Three tools: hotel list search (16 filter slots: stars, price, amenities, brands, free cancellation), per-OTA rate plans and cancellation policies for a single hotel, and parallel top-N enrichment. One-command setup for Claude Code, Codex, and ChatGPT

Provides stealth browser capabilities using Playwright with anti-detection techniques, allowing MCP clients to navigate websites and take screenshots while evading common bot detection systems.

全面解析MCP Safari ServerMCP Server的核心功能、安装配置和实用案例。作为顶级Model Context Protocol服务器，MCP Safari Server能让AI助手访问实时数据、执行操作，为您提供更智能的工作体验和自动化解决方案。

Enables music generation through Suno AI, providing tools for account authentication, prompt-based track creation, and automatic downloading of audio files. It facilitates seamless AI music production workflows within Claude Desktop via Playwright-driven browser automation.

Model work domains using Cognitive Work Analysis, score tasks for AI suitability, and design organisations.

Enables MCP-compatible AI agents to execute typed live-app actions over WebSocket, allowing agents to directly interact with real application state without browser automation or scraping.

Enables migration of test automation projects from WebDriverIO to Playwright using AST-based transformations. Provides tools for analyzing tests, converting syntax, refactoring to Page Object Model, and generating migration reports.

Enables AI assistants to interact with the TgeBrowser Local API to create, manage, and automate isolated browser environments. It supports comprehensive browser automation tasks including navigation, element interaction, and fingerprint configuration through natural language.

An MCP server that integrates ThreatBook's threat intelligence API, offering 15 specialized tools for security analysis. It enables AI models to perform IP reputation checks, domain investigations, file sandbox analysis, and vulnerability intelligence lookups.

Thunderbit MCP lets AI agents search, scrape, and extract structured data from any website.

A Model Context Protocol (MCP) server designed to integrate with the TickTick task management platform, enabling intelligent context-aware task operations and automation.\\n\\n

An MCP server that automates TimeCard timesheet management using Playwright browser automation. It enables users to manage projects, activities, and daily hours entries through natural language interactions.

A unified browser automation protocol that connects AI agents to multiple automation backends including Selenium, Playwright, and Puppeteer. It provides a centralized interface for agents to navigate websites, execute JavaScript, and manage web interactions across various browser engines.

Minimal MCP server for editing tldraw .tldr files via JSON manipulation. Headless, no browser needed.

A comprehensive MCP server providing 15 web tools including search, scraping, screenshots, SEO audits, and DNS/SSL checks through a single installation. It delivers clean, LLM-optimized outputs so AI agents can focus on reasoning rather than parsing raw HTML.

An MCP server that provides browser automation capabilities via Playwright using Server-Sent Events (SSE). It enables clients to perform web operations and scraping through a containerized Docker environment.

touch-browser is an evidence-grounded MCP server for public docs and research web workflows. It helps AI agents search and open web pages, extract page-local evidence with citations and confidence bands, classify browsing risk, and synthesize multi-page sessions into citation-ready reports.