Web Search MCP Repositories

Scan and analyze web content, fetching pages in Markdown format, extracting links, and generating sitemaps for comprehensive site analysis.

Fetch web content in various formats such as HTML and JSON using intelligent scraping techniques while providing bilingual support for English and Chinese.

Access and interact with Xiaohongshu (RedNote) content by authenticating, searching notes via keywords, and retrieving note content through URLs. Simplifies the integration of RedNote data into AI workflows and tools.

Connects to Baidu to perform web searches and retrieve webpage content, incorporating intelligent text extraction and formatted results. Features built-in rate limiting and robust error handling for efficient content management.

Analyzes HTML files and web pages to identify SEO issues and validate structured data schemas. Provides actionable recommendations for improving SEO quality directly through integrated tools without the need for a browser extension.

Integrates the Brave Search API to provide comprehensive search functionalities, including web, image, news, video, and local points of interest searches. Enables retrieval of relevant results for various search queries.

Provides Magic UI components, device mocks, special effects, animations, and backgrounds to facilitate UI development. Allows integration with various MCP clients for accessing comprehensive implementation details of numerous UI elements.

Integrates DuckDuckGo search capabilities with large language models, providing comprehensive web search functionalities with various result types and filtering options.

Connects to Brave Search for web searches and uses Puppeteer for extracting full content from webpages, enabling in-depth research beyond basic search results. Retrieves detailed insights and processes linked information for comprehensive analysis.

Scrapes product data, including prices and availability, directly from Mercado Livre. Integrates with Mercado Livre's API to provide reliable and up-to-date marketplace information.

Integrates with the ClimateTriage API to facilitate searching for open source issues related to climate change and sustainability. Users can filter and sort these issues based on various criteria to find relevant projects for contribution.

Search and retrieve biomedical literature and research papers from PubMed. Supports advanced searches, batch querying, and retrieval of abstracts and full texts of open access articles.

Fetch and parse stories from Hacker News, providing structured data on various story types like top, new, ask, show, and jobs.

Generates visually appealing web reports based on simple search queries, integrating live web search results and storing reports in a database for easy access. Utilizes AI to synthesize information into interactive HTML formats.

A platform for discovering popular Chinese open-source projects on GitHub, facilitating the absorption of valuable experiences and results without language barriers. It provides a ranking of the most favored Chinese repositories to enhance development efficiency.

Provides capabilities for web scraping, intelligent content searching, and site crawling using the Firecrawl API, facilitating customizable data extraction and structured output.

Search for academic papers, retrieve detailed information about specific papers and authors, and access citations and references through the Semantic Scholar API.

Enables querying of Bluesky instances through an MCP protocol, facilitating data interaction and retrieval.

Conduct in-depth research on any topic by generating web search queries, gathering results, summarizing findings, and providing a comprehensive markdown summary of all sources used.

Query and analyze comprehensive geologic data using the Macrostrat API, providing access to geologic units, minerals, timescales, and more. Create visualizations based on geological data to enhance understanding.

Perform intelligent web searches and extract specific information from web pages using natural language prompts. Utilize advanced web scraping and crawling capabilities for enhanced content analysis and retrieval tasks.

Fetches web content and converts it to markdown format for easy processing by LLMs. It retrieves content from specified URLs and allows for extraction in manageable chunks by specifying character indexes.

Provides advanced reasoning capabilities utilizing distilled models for enhanced performance in mathematical, coding, and reasoning tasks. Designed to assist in a variety of applications requiring sophisticated model interactions.

Connect to the Pixabay API to search for images and retrieve formatted results that include image URLs and metadata. Handle errors seamlessly during API interactions for reliable performance.

Extracts website content and saves it as markdown files while mapping website structures and links efficiently, enabling batch processing of multiple URLs.

Retrieves and converts web content using various formats and rendering methods, suitable for both data extraction and web scraping tasks. It allows access to text-based resources and provides raw text content from specified URLs without additional processing.

Fetch and analyze Reddit content, including hot threads and detailed posts with comments from any subreddit. Supports various post types such as text, link, and gallery to provide comprehensive insights.

Facilitates interaction with the Discogs music database to perform catalog operations, execute searches, and manage music collections. Enables integration with clients for streamlined music data workflows.

Connects LLMs to the web using Puppeteer-based tools, enabling actions like clicking, scrolling, typing, and taking screenshots. Facilitates tasks such as searching for recipes, tracking shipments, comparing product prices, and filling out online forms.

Provides web scraping, structured data extraction, and web crawling capabilities. Integrates browser automation agents for tasks related to data retrieval from webpages.