This project is an MCP browser automation server that connects large language models to headless cloud browsers. It functions as an autonomous web workflow engine and an LLM web agent interface, enabling the translation of natural language instructions into browser actions and structured data retrieval. The system distinguishes itself through a managed headless browser cloud API that supports concurrent Chromium sessions with integrated stealth modes, CAPTCHA solving, and proxy traffic routing. It utilizes self-healing element selection to maintain automation resilience when page structures c
This project is a Model Context Protocol server that provides large language models with neural web search and webpage content extraction capabilities. It implements a standardized interface to expose research tools and resources to compatible clients. The server integrates a neural search engine to retrieve real-time internet data using semantic embeddings rather than keyword matching. It includes specialized utilities for company intelligence and reasoning-based deep research, enabling the collection and synthesis of organizational data and professional profiles. The system covers a broad
A MCP Server for the RAG Web Browser Actor
This project is a Model Context Protocol server that enables Large Language Models to control Playwright browsers for web automation, scraping, and end-to-end testing. It functions as a programmable interface for executing JavaScript, capturing screenshots, and interacting with web elements across multiple browser engines. The server exposes browser automation capabilities as a set of standardized tools that models can discover and invoke. It supports session-based browser isolation to ensure unique contexts for each client connection and provides a transport layer using either standard input
The Apify MCP server enables your AI agents to extract data from social media, search engines, maps, e-commerce sites, or any other website using thousands of ready-made scrapers, crawlers, and automation tools available on the Apify Store.
The main features of apify/actors-mcp-server are: Search and Web, Data & Databases, Browser Automation.
Open-source alternatives to apify/actors-mcp-server include: exa-labs/exa-mcp-server — This project is a Model Context Protocol server that provides large language models with neural web search and webpage… eyalzh/browser-control-mcp — MCP server paired with a browser extension that enables AI agents to control the user's browser. apify/mcp-server-rag-web-browser — A MCP Server for the RAG Web Browser Actor. browserbase/mcp-server-browserbase — This project is an MCP browser automation server that connects large language models to headless cloud browsers. It… executeautomation/mcp-playwright — This project is a Model Context Protocol server that enables Large Language Models to control Playwright browsers for… fatwang2/search1api-mcp — 中文文档.