Web Search MCP Repositories

Enables AI assistants to perform web searches using Exa's search API, providing real-time web information with structured search results. It also caches recent searches for future access in a safe and controlled manner.

Integrates advanced web, code, and file operations with Supabase for database management, providing tools for web scraping, code analysis, and file handling alongside AI-powered functionalities for intelligent analysis and self-improvement based on usage patterns.

Fetches web content from specified URLs in formats such as HTML, JSON, plain text, and Markdown, allowing for customizable request headers.

Seamless access to Old School RuneScape Wiki content and game data through a standardized protocol. Enables searching wiki pages, retrieving detailed page information, and querying various game data files to enhance applications with OSRS context.

Enables regex-based code search across multiple code hosts such as GitHub, GitLab, and BitBucket to retrieve relevant code snippets and repository information. Provides LLM agents with enhanced context for improved reasoning and response quality without requiring local repository checkouts.

Integrate web crawl data with AI language models for content filtering and analysis. Offers a full-text search interface and supports multiple crawlers for enhanced data insights.

Performs local retrieval-augmented generation (RAG) searches on input queries by fetching and processing search results to enhance the responses of AI models. Utilizes embeddings for similarity computation to extract relevant context from retrieved data.

Enables AI-powered web searches through proxy servers, providing direct answers and access to recent news articles with AI-extracted relevant content. It supports HTTP/HTTPS proxy configurations and offers robust logging and error handling for proxy issues.

Connects to the Art Institute of Chicago's art collection, enabling searches of artworks by title, full text, or artist, and retrieves detailed information including images.

Integrate with Perplexity AI for chatting, searching, and retrieving documentation from various sources. Provides a standardized access method to Perplexity AI's capabilities for MCP-based systems.

Integrates real-time web search capabilities into AI assistants, performing basic and advanced searches and returning markdown-formatted results including titles, URLs, publication dates, and content summaries.

Enables high-performance web scraping, crawling, and deep research through a Model Context Protocol server, offering structured data extraction and asynchronous crawling capabilities. Features secure authentication methods and integration with web research tools via CloudFlare Workers for AI-driven data gathering.

Facilitates automated interactions with Poe.com by managing message sending, bot operations, and file attachments. Provides easy access to various AI models and chat functionalities for enhanced application integration.

Search and retrieve Lottie animations from LottieFiles, access detailed animation information, and discover popular animations for projects.

Provides Google search results to LLMs through Serper integration, enabling dynamic retrieval of up-to-date search information.

Connect to Crossref's database to search and access academic paper metadata, including metadata retrieval for specific papers, journals, and funding organizations using various queries.

Query IP addresses to retrieve related information and insights in real-time. This server provides essential data for applications that require IP data analysis.

Connects to Product Hunt's API to access posts, comments, collections, topics, and user data. Facilitates the integration of AI assistants and chatbots with Product Hunt's features.

A protocol for websites to share tools, resources, and prompts with client-side LLMs, enhancing user interaction without the need for API keys. It allows multiple WebMCP-enabled sites to be connected for a richer user experience.

Performs comprehensive, in-depth research on complex topics by breaking down questions into manageable sub-questions and synthesizing findings into detailed reports with citations. Integrates seamlessly with various MCP clients for enhanced research capabilities.

Access web content in markdown format by prefixing URLs with `pure.md/`, facilitating seamless retrieval of web pages while avoiding bot detection. It converts various formats like HTML and PDFs into markdown and globally caches responses for efficiency.

Integrates the DeepSeek R1 model to enhance reasoning capabilities by allowing advanced logical analysis and structured cognitive frameworks. Evaluates confidence and uncertainty while monitoring reasoning quality and detecting biases in user interactions.

Enables interaction with Reddit's public API to fetch and browse content such as frontpage posts, subreddit information, and post comments.

Provides search capabilities using a custom Google search engine, returning only search results without content extraction. Designed for integration with other tools to enable content retrieval and more extensive searching.

Enables efficient discovery and retrieval of NASA Earth Data datasets and granules, facilitating geospatial analysis and data exploration. Integrates with workflows for AI-powered analysis of Earthdata datasets.

Fetch posts and content from Reddit, manage subreddits, and customize parameters for enhanced social media interaction.

Provides access to Chinese Yu-Gi-Oh! card information and images via keyword searches and ID queries, allowing for detailed retrieval of card data and visuals from the game.

Access and interact with detailed anime and manga data, including information about shows, characters, and user profiles. Supports searching and filtering of various media types from AniList.

Fetch real-time web search results using the LinkupClient to provide updated information for AI models, enhancing their responses with current events and trusted sources.

A server implementation that enables the saving and sharing of AI conversations from Claude Desktop, featuring both a private chat storage and a public chat display web app. This implementation utilizes the Model Context Protocol (MCP) to manage interactions with AI chat logs.