Web Search MCP Repositories

Enables AI assistants and clients to control Spotify playback using the Model-Context-Protocol. Offers functionalities such as searching for songs, playing music, pausing playback, and skipping tracks on Spotify devices.

Automates interactions with web browsers for tasks in testing and development, enabling natural language control and web research capabilities.

Provides information related to tourism in Korea, including attractions, festivals, and accommodations. Supports various search methods based on area codes, keywords, or locations for detailed tourism content.

Analyze webpage performance using Google PageSpeed Insights to provide metrics and suggestions for optimization.

Provides tools for discovering events, venues, and attractions via the Ticketmaster Discovery API, enabling flexible searches based on keywords, dates, and locations, with structured outputs for programmatic access or human-readable formats.

A Java framework designed for rapid development of modern web applications using a front-end stack of Vue3 and Element Plus, facilitating user and role management among other built-in features.

A Python framework designed for building web scrapers, featuring tools for breakpoint resuming, monitoring alerts, and browser rendering. It incorporates a management system for deploying and scheduling scrapers efficiently.

Provides powerful search capabilities optimized for LLMs to understand and extract valuable content from web pages using multiple search engines. Efficiently filters non-core content and formats outputs for AI processing.

Enhance web scraping capabilities with tools to efficiently extract and manipulate data. Automate data collection through asynchronous web search operations and integrate smoothly with existing applications using a FastMCP server foundation.

Facilitates interaction with virtual Ubuntu desktops, enabling code execution, web browsing, and various actions through an intuitive interface. Supports real-time operations to enhance MCP client capabilities.

Interact seamlessly with AI agents via a user-friendly interface, enabling the use of various Large Language Models while maintaining persistent browser sessions for productive tasks. The server supports high-definition screen recording and custom browser functionality without requiring re-authentication.

Connect to the Amadeus API for comprehensive flight search, booking, and price analysis. Access information on flights, airports, and economical travel dates to enhance travel planning.

Extracts and transforms webpage content into clean, LLM-optimized Markdown, removing ads and non-essential elements for improved readability and processing by language models.

Provides real-time web search capabilities for AI assistants, enhancing their responses with current information from the web. It integrates with applications like Claude.app and Zed editor for streamlined usage during conversations.

Advanced web data extraction capabilities that support question answering about web content, structured data extraction, and HTML retrieval with JavaScript rendering. Manages concurrent requests effectively and offers features like device emulation and proxy rotation for efficient scraping of dynamic web pages.

Advanced web browsing capabilities enabling interactions with websites through a headless browser, capable of content extraction, form interaction, and tab management.

Integrate web-based research capabilities using Perplexity AI's API to provide accurate answers with citations, enhancing the information retrieval process.

Integrate navigation and geocoding services using the Mapbox API to access directions, travel matrices, and real-time mapping functionalities.

Interact with the arXiv API to retrieve scholarly article metadata, download PDFs, and search for articles using natural language queries. Enhance research workflows by directly accessing arXiv content within a large language model environment.

Provides tools for interacting with Google's Gemini AI models, enabling intelligent model selection and advanced file handling. Facilitates AI tasks such as search, reasoning, code analysis, and file operations through a standardized MCP server interface.

Manage calendar events, track tasks and to-dos, read and send emails, search the web for information, and control smart home devices.

Downloads entire websites for offline access, preserving the website structure and converting links for local use.

Create immersive travel experiences by navigating Google Maps with an avatar, providing real-time updates and photos of the journey. Integrate unique travel narratives and social media interactions during the exploration.

Transcribes YouTube videos by extracting transcripts, including both manual and autogenerated captions, using the provided video URL. Supports integration with MCP clients for enhanced workflows involving video transcription.

Enable natural language interaction with Yelp's business data, allowing users to search for businesses, read reviews, find events, and explore categories through conversational queries.

Automate and control your media services using natural language commands.

Connects to the Naver Search API for searching diverse content types such as news, blogs, and shopping. Analyzes search and shopping trends using the DataLab API, offering insights into consumer behavior patterns by category, device, gender, and age group.

Connect to Spotify for controlling playback and managing your music library, including playlist management support. Features include searching for tracks, getting information about music entities, and managing the playback queue.

Provides access to arXiv research papers via a straightforward MCP interface, enabling AI models to search and retrieve academic articles.

Generates structured learning paths by aggregating and organizing resources from the web based on specified topics, with support for web search and scraping. The server returns a standardized JSON structure for easy integration with client applications.