Web Research

Brave Search

Official

Integrate web search and local search capabilities with Brave. Brave Search allows you to seamlessly integrate Brave Search functionality into AI assistants like Claude. By implementing a Model Context Protocol (MCP) server, it enables the AI to leverage Brave Search's web search and local business search capabilities. It provides tools for both general web searches and specific local searches, enhancing the AI assistant's ability to provide relevant and up-to-date information.

Microsoft Docs

Official Remote

Access official Microsoft documentation instantly with the Microsoft Learn Docs MCP Server. This cloud service implements the Model Context Protocol (MCP) to enable AI tools like GitHub Copilot and others to perform high-quality semantic searches across Microsoft Learn, Azure, Microsoft 365 docs, and more. It delivers up to 10 concise, context-relevant content chunks in real time, ensuring up-to-date, accurate information. Designed for seamless integration with any MCP-compatible client, it helps AI assistants ground their responses in authoritative, current Microsoft resources for better developer support and productivity.

DuckDuckGo

Experience fast and reliable DuckDuckGo web search with this TypeScript MCP server. It offers a simple search interface supporting customizable queries, result counts, and safe search levels. Built-in rate limiting ensures fair usage with up to 1 request per second and 15,000 per month. The server returns well-formatted Markdown results, making it easy to integrate and display search data. Designed to demonstrate core Model Context Protocol concepts, it also includes helpful debugging tools to inspect communication. Perfect for developers wanting seamless DuckDuckGo integration via MCP with efficient error handling and robust controls.

Exa Search

Official

Empower AI assistants like Claude with real-time web data using the Exa MCP Server. This Model Context Protocol server connects AI models to the Exa AI Search API, enabling safe, up-to-date web searches across diverse tools such as academic papers, company data, LinkedIn, Wikipedia, GitHub, and more. Its flexible toolset enhances research, competitor analysis, and content extraction, providing comprehensive information for smarter AI interactions. Designed for seamless integration with Claude Desktop, the Exa MCP Server boosts AI capabilities by delivering fast, reliable, and controlled access to the latest online information.

Integrates with Airbnb to enable vacation rental search and detailed property information retrieval without requiring API keys

Tavily Search

Official

Integrates with Tavily API to provide real-time web search and content extraction capabilities for research, aggregation, and fact-checking tasks.

Provides a bridge to the Brave Search API for performing web, image, video, news, and local business searches with configurable parameters and robust error handling.

Automates parallel Google searches with intelligent CAPTCHA detection, browser state persistence, and user behavior simulation to bypass anti-bot measures while returning structured results.

Provides web search capabilities through DuckDuckGo, enabling content retrieval, URL processing, and metadata extraction with customizable filtering options

Integrates Google search and webpage content extraction via Chrome browser automation, enabling access up-to-date web information for tasks like fact-checking and research.

Playwright Browser Automation

Official

Experience fast, deterministic browser automation with Playwright MCP, a Model Context Protocol server that enables language models to interact with web pages using structured accessibility snapshots instead of images. It provides LLM-friendly automation without relying on vision models, enhancing reliability and speed. Playwright MCP supports diverse browser interactions such as clicking, typing, navigation, file uploads, and tab management. It offers modes optimized for accessibility snapshots or visual screenshots and supports persistent or isolated user profiles. Configurable with rich options, it empowers developers and AI agents to automate complex web tasks efficiently and precisely.

Firecrawl

Official

Unlock powerful web data extraction with Firecrawl, turning any website into clean markdown or structured data. Firecrawl lets you crawl all accessible pages, scrape content in multiple formats, and extract structured data using AI-driven prompts and schemas. Its advanced features handle dynamic content, proxies, anti-bot measures, and media parsing, ensuring reliable and customizable data output. Whether mapping site URLs or batch scraping thousands of pages asynchronously, Firecrawl streamlines data gathering for AI applications, research, or automation with simple API calls and SDK support across multiple languages. Empower your projects with high-quality, LLM-ready web data.

Puppeteer

Official

A Model Context Protocol server that provides browser automation capabilities using Puppeteer. This server enables LLMs to interact with web pages, take screenshots, and execute JavaScript in a real browser environment.

Automates web browser actions with Selenium WebDriver.

Control browsers to perform sophisticated web interactions and visual tasks.

Browserbase

Official

Unlock powerful cloud browser automation with Browserbase MCP Server, bridging AI models to web interaction. It enables LLMs to control browsers, capture screenshots, extract structured data, monitor console logs, and perform web navigation effortlessly. Featuring atomic instructions for precise actions and supporting multiple AI models, this server fosters flexible, modular AI workflows. With vision capabilities for annotated screenshots and an open-source approach, it invites collaboration and innovation in AI-driven browser automation. Perfect for building AI-enhanced applications that need seamless web context and dynamic data interaction.

Hyperbrowser

Official

Enables web browsing capabilities through tools for content extraction, link following, and browser automation with customizable parameters for scraping, data collection, and web crawling tasks.

Fetches and extracts web content using Playwright's headless browser capabilities, delivering clean, readable content from JavaScript-heavy websites in HTML or Markdown format for research and information gathering.

Bright Data

Official

Integrates with Bright Data's web scraping infrastructure to provide real-time access to public web data through specialized tools for search engine scraping, webpage extraction, and structured data retrieval from popular websites.

Browser

Official

Supercharge your browser tasks with AI-driven, local automation from Browser MCP. This project lets you control your own browser using leading AI tools, boosting speed and privacy by keeping all activity on your device. Enjoy seamless use of your current browser profile, remain logged into your services, and minimize bot detection thanks to a stealthy approach that mimics real user actions. Browser MCP is inspired by Playwright MCP and is designed for powerful, private, and efficient browser automation right on your machine.